Name: Udacity - AI for Trading Course Index & Review 2026 | Courses On Budget
Brand: Courses On Budget
SKU: tr-1395
Price: 9.99 EUR
Availability: InStock

Verified Course Index • Updated 2026
Udacity – AI for Trading is presented here through a verified file-by-file index—not vague promises. A broad, multi-part learning archive that moves from market foundations into portfolio research, NLP and neural networks. Review the exact contents below, compare the learning path, and get the course through Courses On Budget when it matches your goals.

What Is Included in the Udacity – AI for Trading Course?

The supplied package contains 7010 files across 151 folders, with a total listed size of 7.32 GB. The index identifies 1240 video files and 1554 document files. Runtime and video resolution are not stated in the supplied source, so they are not estimated here.

Package fact	Verified value	Why it matters
Folders / files	151 / 7010	You can assess the package scope before ordering.
Total listed size	7.32 GB	Useful for download and storage planning.
Detected formats	VTT (3717), HTML (1554), MP4 (1240), PNG (281), GIF (124), TTF (20), WOFF (20)	Shows the mix of lessons and supporting resources.
Delivery	Instant download	Start organizing the material after checkout.

What You Will Study

Market mechanics and data processing
Momentum, breakout and mean-reversion research
Portfolio optimization and factor models
NLP, neural networks and financial data

The curriculum is best suited to learners who want a project-led path through quantitative finance, data analysis and machine-learning applications in trading. Course materials are educational; trading involves risk, and no outcome is guaranteed.

✓ Strong fit

The exact index is visible before purchase, and the package connects the named topics in one organized learning path.

△ Check first

Runtime and resolution are not supplied. Review the formats, size and complete file list below before deciding.

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Complete Udacity – AI for Trading Course Index

Open each section to inspect the supplied filenames and listed sizes. The index is grouped into collapsible panels so a large curriculum remains easy to scan.

Root files (1 files)

index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
screen-shot-2018-08-20-at-4.07.31-pm.png (282.00 KB)
screen-shot-2019-02-26-at-4.09.24-pm.png (104.90 KB)
screen-shot-2019-02-26-at-4.25.04-pm.png (20.85 KB)
talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
screen-shot-2018-11-07-at-10.23.07-pm.png (366.06 KB)
screen-shot-2018-11-07-at-9.55.40-pm.png (222.17 KB)
screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
screen-shot-2018-10-29-at-5.29.38-pm.png (104.85 KB)
screen-shot-2018-10-29-at-5.35.49-pm.png (255.40 KB)
screen-shot-2018-10-29-at-5.40.03-pm.png (389.40 KB)

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
screen-shot-2018-10-29-at-2.28.21-pm.png (140.95 KB)
screen-shot-2018-10-29-at-2.30.49-pm.png (75.09 KB)
screen-shot-2018-10-29-at-2.34.00-pm.png (52.35 KB)
screen-shot-2018-10-29-at-2.34.18-pm.png (82.52 KB)
screen-shot-2018-10-29-at-2.42.15-pm.png (145.49 KB)
screen-shot-2018-10-29-at-2.47.08-pm.png (126.78 KB)
screen-shot-2018-10-29-at-2.48.16-pm.png (157.95 KB)
screen-shot-2018-10-29-at-2.48.34-pm.png (99.98 KB)
screen-shot-2018-10-29-at-2.51.35-pm.png (157.69 KB)
screen-shot-2018-10-29-at-2.59.42-pm.png (192.43 KB)
screen-shot-2018-10-29-at-3.04.01-pm.png (217.46 KB)

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
screen-shot-2018-10-29-at-3.28.20-pm.png (65.29 KB)
screen-shot-2018-10-29-at-3.36.06-pm.png (119.81 KB)
screen-shot-2018-10-29-at-3.55.55-pm.png (93.60 KB)
screen-shot-2018-10-29-at-4.03.59-pm.png (125.31 KB)
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screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
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mat-leonard-circle.png (384.91 KB)

Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
screen-shot-2018-01-19-at-1.57.42-pm.png (114.23 KB)
screen-shot-2018-01-19-at-1.58.00-pm.png (126.03 KB)
screen-shot-2018-01-19-at-2.24.21-pm.png (218.72 KB)
screen-shot-2018-01-19-at-2.28.03-pm.png (90.71 KB)
screen-shot-2018-02-21-at-6.41.35-pm.png (18.77 KB)
screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

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Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
03. Fair Coin-fSKL742j-zk.hr.vtt (155.00 B)
03. Fair Coin-fSKL742j-zk.it.vtt (178.00 B)
03. Fair Coin-fSKL742j-zk.ja.vtt (149.00 B)
03. Fair Coin-fSKL742j-zk.mp4 (797.83 KB)
03. Fair Coin-fSKL742j-zk.pt-BR.vtt (173.00 B)
03. Fair Coin-fSKL742j-zk.th.vtt (342.00 B)
03. Fair Coin-fSKL742j-zk.zh-CN.vtt (197.00 B)
03. Fair Coin.html (9.46 KB)
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt (591.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt (425.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt (417.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt (384.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt (444.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt (415.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.mp4 (2.63 MB)
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt (442.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt (578.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt (380.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt (265.00 B)
04. Loaded Coin 1-sNvQeSikRFY.en.vtt (217.00 B)
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt (210.00 B)
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt (213.00 B)
04. Loaded Coin 1-sNvQeSikRFY.it.vtt (212.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.mp4 (1.24 MB)
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.th.vtt (252.00 B)
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt (192.00 B)
04. Loaded Coin 1.html (9.76 KB)
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt (222.00 B)
05. Loaded Coin 2-Y7tnbth-gag.en.vtt (180.00 B)
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt (185.00 B)
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt (157.00 B)
05. Loaded Coin 2-Y7tnbth-gag.it.vtt (171.00 B)
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt (159.00 B)
05. Loaded Coin 2-Y7tnbth-gag.mp4 (805.43 KB)
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt (184.00 B)
05. Loaded Coin 2-Y7tnbth-gag.th.vtt (267.00 B)
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt (164.00 B)
05. Loaded Coin 2-dGffszQYzqc.ar.vtt (1.06 KB)
05. Loaded Coin 2-dGffszQYzqc.en.vtt (874.00 B)
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt (880.00 B)
05. Loaded Coin 2-dGffszQYzqc.hr.vtt (942.00 B)
05. Loaded Coin 2-dGffszQYzqc.it.vtt (915.00 B)
05. Loaded Coin 2-dGffszQYzqc.ja.vtt (762.00 B)
05. Loaded Coin 2-dGffszQYzqc.mp4 (3.36 MB)
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt (866.00 B)
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt (817.00 B)
05. Loaded Coin 2.html (9.44 KB)
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt (279.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt (231.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt (238.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt (261.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.mp4 (1.69 MB)
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt (265.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt (354.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt (228.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt (302.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt (260.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt (257.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt (289.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt (291.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt (247.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.mp4 (1.35 MB)
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt (249.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt (447.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt (248.00 B)
06. Loaded Coin 3.html (9.56 KB)
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt (838.00 B)
07. Complementary Outcomes-YseJqD-1oUg.en.vtt (682.00 B)
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt (671.00 B)
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt (640.00 B)
07. Complementary Outcomes-YseJqD-1oUg.it.vtt (697.00 B)
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt (669.00 B)
07. Complementary Outcomes-YseJqD-1oUg.mp4 (4.50 MB)
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt (695.00 B)
07. Complementary Outcomes-YseJqD-1oUg.th.vtt (1.22 KB)
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt (582.00 B)
07. Complementary Outcomes.html (7.85 KB)
08. Two Flips 1-1txkcmxk3vU.ar.vtt (2.19 KB)
08. Two Flips 1-1txkcmxk3vU.en.vtt (1.72 KB)
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt (1.79 KB)
08. Two Flips 1-1txkcmxk3vU.hr.vtt (1.68 KB)
08. Two Flips 1-1txkcmxk3vU.it.vtt (1.87 KB)
08. Two Flips 1-1txkcmxk3vU.ja.vtt (1.62 KB)
08. Two Flips 1-1txkcmxk3vU.mp4 (4.01 MB)
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt (1.91 KB)
08. Two Flips 1-1txkcmxk3vU.th.vtt (3.35 KB)
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt (1.45 KB)
08. Two Flips 1-yUIz7SgUwJg.ar.vtt (663.00 B)
08. Two Flips 1-yUIz7SgUwJg.en.vtt (495.00 B)
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt (535.00 B)
08. Two Flips 1-yUIz7SgUwJg.hr.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.it.vtt (552.00 B)
08. Two Flips 1-yUIz7SgUwJg.ja.vtt (532.00 B)
08. Two Flips 1-yUIz7SgUwJg.mp4 (3.42 MB)
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.th.vtt (1021.00 B)
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt (516.00 B)
08. Two Flips 1.html (9.50 KB)
09. Two Flips 2-pT0FXiH_5nI.ar.vtt (207.00 B)
09. Two Flips 2-pT0FXiH_5nI.en.vtt (198.00 B)
09. Two Flips 2-pT0FXiH_5nI.hr.vtt (204.00 B)
09. Two Flips 2-pT0FXiH_5nI.it.vtt (213.00 B)
09. Two Flips 2-pT0FXiH_5nI.ja.vtt (194.00 B)
09. Two Flips 2-pT0FXiH_5nI.mp4 (312.59 KB)
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt (186.00 B)
09. Two Flips 2-pT0FXiH_5nI.th.vtt (603.00 B)
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt (196.00 B)
09. Two Flips 2-uhrL5fatt3E.ar.vtt (1.18 KB)
09. Two Flips 2-uhrL5fatt3E.en.vtt (883.00 B)
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt (948.00 B)
09. Two Flips 2-uhrL5fatt3E.hr.vtt (854.00 B)
09. Two Flips 2-uhrL5fatt3E.it.vtt (945.00 B)
09. Two Flips 2-uhrL5fatt3E.ja.vtt (887.00 B)
09. Two Flips 2-uhrL5fatt3E.mp4 (3.00 MB)
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt (988.00 B)
09. Two Flips 2-uhrL5fatt3E.th.vtt (1.60 KB)
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt (787.00 B)
09. Two Flips 2.html (9.39 KB)
10. Two Flips 3-3NSPqjp6pFY.ar.vtt (547.00 B)
10. Two Flips 3-3NSPqjp6pFY.en.vtt (432.00 B)
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt (473.00 B)
10. Two Flips 3-3NSPqjp6pFY.hr.vtt (469.00 B)
10. Two Flips 3-3NSPqjp6pFY.it.vtt (435.00 B)
10. Two Flips 3-3NSPqjp6pFY.ja.vtt (397.00 B)
10. Two Flips 3-3NSPqjp6pFY.mp4 (1.12 MB)
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt (496.00 B)
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt (379.00 B)
10. Two Flips 3-uimwo-puQWY.ar.vtt (254.00 B)
10. Two Flips 3-uimwo-puQWY.en.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.hr.vtt (197.00 B)
10. Two Flips 3-uimwo-puQWY.it.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.ja.vtt (194.00 B)
10. Two Flips 3-uimwo-puQWY.mp4 (920.84 KB)
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt (219.00 B)
10. Two Flips 3-uimwo-puQWY.th.vtt (359.00 B)
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt (177.00 B)
10. Two Flips 3.html (10.16 KB)
11. Two Flips 4-bNoS6LQEFrI.ar.vtt (900.00 B)
11. Two Flips 4-bNoS6LQEFrI.en.vtt (715.00 B)
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt (748.00 B)
11. Two Flips 4-bNoS6LQEFrI.hr.vtt (690.00 B)
11. Two Flips 4-bNoS6LQEFrI.it.vtt (742.00 B)
11. Two Flips 4-bNoS6LQEFrI.ja.vtt (623.00 B)
11. Two Flips 4-bNoS6LQEFrI.mp4 (2.98 MB)
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt (728.00 B)
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt (658.00 B)
11. Two Flips 4-rRPwknIDuI0.ar.vtt (303.00 B)
11. Two Flips 4-rRPwknIDuI0.en.vtt (247.00 B)
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt (252.00 B)
11. Two Flips 4-rRPwknIDuI0.hr.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.it.vtt (248.00 B)
11. Two Flips 4-rRPwknIDuI0.ja.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.mp4 (663.40 KB)
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt (209.00 B)
11. Two Flips 4-rRPwknIDuI0.th.vtt (423.00 B)
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt (228.00 B)
11. Two Flips 4.html (9.40 KB)
12. Two Flips 5-G28YyiGFGWA.ar.vtt (437.00 B)
12. Two Flips 5-G28YyiGFGWA.en.vtt (349.00 B)
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt (366.00 B)
12. Two Flips 5-G28YyiGFGWA.hr.vtt (383.00 B)
12. Two Flips 5-G28YyiGFGWA.it.vtt (382.00 B)
12. Two Flips 5-G28YyiGFGWA.ja.vtt (370.00 B)
12. Two Flips 5-G28YyiGFGWA.mp4 (2.15 MB)
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt (377.00 B)
12. Two Flips 5-G28YyiGFGWA.th.vtt (654.00 B)
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt (348.00 B)
12. Two Flips 5-HB8b7sZQFGs.ar.vtt (650.00 B)
12. Two Flips 5-HB8b7sZQFGs.en.vtt (549.00 B)
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt (566.00 B)
12. Two Flips 5-HB8b7sZQFGs.hr.vtt (575.00 B)
12. Two Flips 5-HB8b7sZQFGs.it.vtt (598.00 B)
12. Two Flips 5-HB8b7sZQFGs.ja.vtt (527.00 B)
12. Two Flips 5-HB8b7sZQFGs.mp4 (990.87 KB)
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt (516.00 B)
12. Two Flips 5-HB8b7sZQFGs.th.vtt (729.00 B)
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt (558.00 B)
12. Two Flips 5.html (9.50 KB)
13. One Head 1-T4A5uyqesjo.ar.vtt (845.00 B)
13. One Head 1-T4A5uyqesjo.en.vtt (617.00 B)
13. One Head 1-T4A5uyqesjo.es-ES.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.hr.vtt (599.00 B)
13. One Head 1-T4A5uyqesjo.it.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.ja.vtt (597.00 B)
13. One Head 1-T4A5uyqesjo.mp4 (1.51 MB)
13. One Head 1-T4A5uyqesjo.pt-BR.vtt (705.00 B)
13. One Head 1-T4A5uyqesjo.th.vtt (1.08 KB)
13. One Head 1-T4A5uyqesjo.zh-CN.vtt (577.00 B)
13. One Head 1-lHuZpDkfwq8.ar.vtt (717.00 B)
13. One Head 1-lHuZpDkfwq8.en.vtt (553.00 B)
13. One Head 1-lHuZpDkfwq8.es-ES.vtt (575.00 B)
13. One Head 1-lHuZpDkfwq8.hr.vtt (539.00 B)
13. One Head 1-lHuZpDkfwq8.it.vtt (618.00 B)
13. One Head 1-lHuZpDkfwq8.ja.vtt (584.00 B)
13. One Head 1-lHuZpDkfwq8.mp4 (3.66 MB)
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt (642.00 B)
13. One Head 1-lHuZpDkfwq8.th.vtt (970.00 B)
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt (507.00 B)
13. One Head 1.html (9.48 KB)
14. One Head 2-64EjAbqrtmo.ar.vtt (640.00 B)
14. One Head 2-64EjAbqrtmo.en.vtt (508.00 B)
14. One Head 2-64EjAbqrtmo.es-ES.vtt (480.00 B)
14. One Head 2-64EjAbqrtmo.hr.vtt (453.00 B)
14. One Head 2-64EjAbqrtmo.it.vtt (504.00 B)
14. One Head 2-64EjAbqrtmo.ja.vtt (417.00 B)
14. One Head 2-64EjAbqrtmo.mp4 (1.04 MB)
14. One Head 2-64EjAbqrtmo.pt-BR.vtt (547.00 B)
14. One Head 2-64EjAbqrtmo.th.vtt (1015.00 B)
14. One Head 2-64EjAbqrtmo.zh-CN.vtt (423.00 B)
14. One Head 2-JHx3ucNS9f4.ar.vtt (445.00 B)
14. One Head 2-JHx3ucNS9f4.en.vtt (342.00 B)
14. One Head 2-JHx3ucNS9f4.es-ES.vtt (393.00 B)
14. One Head 2-JHx3ucNS9f4.hr.vtt (312.00 B)
14. One Head 2-JHx3ucNS9f4.it.vtt (375.00 B)
14. One Head 2-JHx3ucNS9f4.ja.vtt (357.00 B)
14. One Head 2-JHx3ucNS9f4.mp4 (2.26 MB)
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt (354.00 B)
14. One Head 2-JHx3ucNS9f4.th.vtt (677.00 B)
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt (323.00 B)
14. One Head 2.html (10.37 KB)
15. One Of Three 1-bDCXSxkochE.ar.vtt (1.50 KB)
15. One Of Three 1-bDCXSxkochE.en.vtt (1.15 KB)
15. One Of Three 1-bDCXSxkochE.es-ES.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.hr.vtt (1.12 KB)
15. One Of Three 1-bDCXSxkochE.it.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.ja.vtt (1.13 KB)
15. One Of Three 1-bDCXSxkochE.mp4 (9.02 MB)
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt (1.35 KB)
15. One Of Three 1-bDCXSxkochE.th.vtt (2.73 KB)
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt (964.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt (411.00 B)
15. One Of Three 1-rxfHfjy9Mm4.en.vtt (307.00 B)
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt (318.00 B)
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt (305.00 B)
15. One Of Three 1-rxfHfjy9Mm4.it.vtt (315.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt (301.00 B)
15. One Of Three 1-rxfHfjy9Mm4.mp4 (2.08 MB)
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt (335.00 B)
15. One Of Three 1-rxfHfjy9Mm4.th.vtt (772.00 B)
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt (280.00 B)
15. One Of Three 1.html (9.58 KB)
16. One Of Three 2-27Ed1GI4j84.ar.vtt (1.26 KB)
16. One Of Three 2-27Ed1GI4j84.en.vtt (964.00 B)
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt (967.00 B)
16. One Of Three 2-27Ed1GI4j84.hr.vtt (925.00 B)
16. One Of Three 2-27Ed1GI4j84.it.vtt (969.00 B)
16. One Of Three 2-27Ed1GI4j84.ja.vtt (949.00 B)
16. One Of Three 2-27Ed1GI4j84.mp4 (11.22 MB)
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt (1.29 KB)
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt (908.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt (1.22 KB)
16. One Of Three 2-gGgqTGZ9TKg.en.vtt (997.00 B)
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt (971.00 B)
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt (956.00 B)
16. One Of Three 2-gGgqTGZ9TKg.it.vtt (994.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt (952.00 B)
16. One Of Three 2-gGgqTGZ9TKg.mp4 (5.49 MB)
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt (1.01 KB)
16. One Of Three 2-gGgqTGZ9TKg.th.vtt (2.00 KB)
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt (912.00 B)
16. One Of Three 2.html (9.46 KB)
17. Even Roll-DrnAR4SqlEE.ar.vtt (1.05 KB)
17. Even Roll-DrnAR4SqlEE.en.vtt (826.00 B)
17. Even Roll-DrnAR4SqlEE.es-ES.vtt (850.00 B)
17. Even Roll-DrnAR4SqlEE.hr.vtt (792.00 B)
17. Even Roll-DrnAR4SqlEE.it.vtt (866.00 B)
17. Even Roll-DrnAR4SqlEE.ja.vtt (872.00 B)
17. Even Roll-DrnAR4SqlEE.mp4 (5.70 MB)
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt (914.00 B)
17. Even Roll-DrnAR4SqlEE.th.vtt (1.69 KB)
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt (676.00 B)
17. Even Roll-M3L0a5V4Nf0.ar.vtt (684.00 B)
17. Even Roll-M3L0a5V4Nf0.en.vtt (558.00 B)
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt (611.00 B)
17. Even Roll-M3L0a5V4Nf0.hr.vtt (517.00 B)
17. Even Roll-M3L0a5V4Nf0.it.vtt (571.00 B)
17. Even Roll-M3L0a5V4Nf0.ja.vtt (596.00 B)
17. Even Roll-M3L0a5V4Nf0.mp4 (3.94 MB)
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt (597.00 B)
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt (538.00 B)
17. Even Roll.html (9.51 KB)
18. Doubles-On_Guw8wac8.ar.vtt (765.00 B)
18. Doubles-On_Guw8wac8.en.vtt (569.00 B)
18. Doubles-On_Guw8wac8.es-ES.vtt (608.00 B)
18. Doubles-On_Guw8wac8.hr.vtt (565.00 B)
18. Doubles-On_Guw8wac8.it.vtt (625.00 B)
18. Doubles-On_Guw8wac8.ja.vtt (594.00 B)
18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt (233.00 B)
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt (256.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt (180.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt (1.06 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt (898.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt (319.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt (238.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt (242.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt (247.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt (1.71 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt (256.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt (304.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt (908.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt (900.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt (923.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
08. Formula-DTdS-LlMTQ0.en.vtt (931.00 B)
08. Formula-DTdS-LlMTQ0.es-ES.vtt (948.00 B)
08. Formula-DTdS-LlMTQ0.ja.vtt (984.00 B)
08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
08. Formula-DTdS-LlMTQ0.pt-BR.vtt (1.19 KB)
08. Formula-DTdS-LlMTQ0.zh-CN.vtt (695.00 B)
08. Formula-yTr8zCHdo5M.ar.vtt (334.00 B)
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08. Formula-yTr8zCHdo5M.es-ES.vtt (236.00 B)
08. Formula-yTr8zCHdo5M.ja.vtt (217.00 B)
08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
09. Arrangements-GeINbOOYkF8.ar.vtt (2.27 KB)
09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
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09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
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09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
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10. Binomial 1-07vOaYwecII.es-ES.vtt (870.00 B)
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10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
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10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt (427.00 B)
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt (389.00 B)
10. Binomial 1.html (8.71 KB)
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11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt (246.00 B)
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt (170.00 B)
11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
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12. Binomial 3-Jp2xJOtNQZ0.es-ES.vtt (665.00 B)
12. Binomial 3-Jp2xJOtNQZ0.ja.vtt (572.00 B)
12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
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12. Binomial 3-YIELbuet-ZE.ar.vtt (1.85 KB)
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12. Binomial 3-YIELbuet-ZE.mp4 (7.14 MB)
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
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12. Binomial 3.html (8.54 KB)
13. Binomial 4-lPrKmvckG4E.ar.vtt (1.39 KB)
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13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt (1.48 KB)
13. Binomial 4-lPrKmvckG4E.zh-CN.vtt (920.00 B)
13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
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13. Binomial 4-mvJUNYfHngY.es-ES.vtt (502.00 B)
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13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt (500.00 B)
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt (321.00 B)
13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
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14. Binomial 5-8jcCGD986jk.es-ES.vtt (355.00 B)
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14. Binomial 5-8jcCGD986jk.mp4 (2.51 MB)
14. Binomial 5-8jcCGD986jk.pt-BR.vtt (473.00 B)
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14. Binomial 5-yof0QiP2mzk.ar.vtt (303.00 B)
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14. Binomial 5-yof0QiP2mzk.mp4 (1.01 MB)
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
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14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
15. Binomial 6-CQHRYIU6v9Q.en.vtt (340.00 B)
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15. Binomial 6-CQHRYIU6v9Q.ja.vtt (298.00 B)
15. Binomial 6-CQHRYIU6v9Q.mp4 (1.73 MB)
15. Binomial 6-CQHRYIU6v9Q.pt-BR.vtt (401.00 B)
15. Binomial 6-CQHRYIU6v9Q.zh-CN.vtt (281.00 B)
15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
15. Binomial 6-n_OrWrZ8tKY.en.vtt (540.00 B)
15. Binomial 6-n_OrWrZ8tKY.es-ES.vtt (538.00 B)
15. Binomial 6-n_OrWrZ8tKY.ja.vtt (531.00 B)
15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt (691.00 B)
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

img (15 files)

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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt (125.00 B)
02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
02. Medical Example 1-mFfbts1lAEo.en.vtt (427.00 B)
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt (466.00 B)
02. Medical Example 1-mFfbts1lAEo.it.vtt (422.00 B)
02. Medical Example 1-mFfbts1lAEo.ja.vtt (444.00 B)
02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
03. Medical Example 2-FV_hc3MzS_8.en.vtt (2.84 KB)
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt (2.99 KB)
03. Medical Example 2-FV_hc3MzS_8.it.vtt (3.02 KB)
03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
03. Medical Example 2-VLLG0rYC7To.en.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt (406.00 B)
03. Medical Example 2-VLLG0rYC7To.it.vtt (409.00 B)
03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt (1.21 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt (1003.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt (1010.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt (1.05 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt (1.81 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt (279.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt (301.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt (289.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
05. Medical Example 4-pL8Bf6tck_A.en.vtt (310.00 B)
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt (332.00 B)
05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
05. Medical Example 4-udduksMWMB4.en.vtt (354.00 B)
05. Medical Example 4-udduksMWMB4.es-ES.vtt (360.00 B)
05. Medical Example 4-udduksMWMB4.it.vtt (359.00 B)
05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
06. Medical Example 5-fqt7NIvMB0s.en.vtt (128.00 B)
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
06. Medical Example 5-fqt7NIvMB0s.it.vtt (127.00 B)
06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
06. Medical Example 5-ys9w-NNKCcU.en.vtt (349.00 B)
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
06. Medical Example 5-ys9w-NNKCcU.it.vtt (341.00 B)
06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
07. Medical Example 6–lC9xztr4zA.en.vtt (433.00 B)
07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
07. Medical Example 6–lC9xztr4zA.it.vtt (414.00 B)
07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
07. Medical Example 6-iyE5h48qPFQ.en.vtt (169.00 B)
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt (166.00 B)
07. Medical Example 6-iyE5h48qPFQ.it.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.ja.vtt (141.00 B)
07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.th.vtt (305.00 B)
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt (163.00 B)
07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
08. Medical Example 7-cw_zgQbAWNU.en.vtt (167.00 B)
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
08. Medical Example 7-cw_zgQbAWNU.it.vtt (171.00 B)
08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
09. Medical Example 8-7k5oAaZamCA.en.vtt (416.00 B)
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt (380.00 B)
09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
09. Medical Example 8-btGdX0ZpkNU.en.vtt (704.00 B)
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt (728.00 B)
09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
09. Medical Example 8-btGdX0ZpkNU.th.vtt (1.17 KB)
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
10. Total Probability-YSYpzFR4k1I.en.vtt (1.90 KB)
10. Total Probability-YSYpzFR4k1I.es-ES.vtt (1.98 KB)
10. Total Probability-YSYpzFR4k1I.it.vtt (1.99 KB)
10. Total Probability-YSYpzFR4k1I.ja.vtt (1.59 KB)
10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt (1.80 KB)
10. Total Probability-YSYpzFR4k1I.th.vtt (3.38 KB)
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt (1.75 KB)
10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
11. Two Coins 1-QIQBb4nLsHc.en.vtt (655.00 B)
11. Two Coins 1-QIQBb4nLsHc.es-ES.vtt (729.00 B)
11. Two Coins 1-QIQBb4nLsHc.it.vtt (702.00 B)
11. Two Coins 1-QIQBb4nLsHc.ja.vtt (717.00 B)
11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt (688.00 B)
11. Two Coins 1-QIQBb4nLsHc.th.vtt (1.54 KB)
11. Two Coins 1-QIQBb4nLsHc.zh-CN.vtt (616.00 B)
11. Two Coins 1-SYnYIjLpbjE.ar.vtt (286.00 B)
11. Two Coins 1-SYnYIjLpbjE.en.vtt (245.00 B)
11. Two Coins 1-SYnYIjLpbjE.es-ES.vtt (258.00 B)
11. Two Coins 1-SYnYIjLpbjE.it.vtt (240.00 B)
11. Two Coins 1-SYnYIjLpbjE.ja.vtt (237.00 B)
11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt (285.00 B)
11. Two Coins 1-SYnYIjLpbjE.th.vtt (415.00 B)
11. Two Coins 1-SYnYIjLpbjE.zh-CN.vtt (244.00 B)
11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
12. Two Coins 2-hoVOT8qcQ7c.en.vtt (1.61 KB)
12. Two Coins 2-hoVOT8qcQ7c.es-ES.vtt (1.72 KB)
12. Two Coins 2-hoVOT8qcQ7c.it.vtt (1.76 KB)
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt (1.68 KB)
12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
12. Two Coins 2-hoVOT8qcQ7c.th.vtt (3.25 KB)
12. Two Coins 2-hoVOT8qcQ7c.zh-CN.vtt (1.55 KB)
12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)
12. Two Coins 2-tI0J14yQr1s.en.vtt (798.00 B)
12. Two Coins 2-tI0J14yQr1s.es-ES.vtt (837.00 B)
12. Two Coins 2-tI0J14yQr1s.it.vtt (832.00 B)
12. Two Coins 2-tI0J14yQr1s.ja.vtt (819.00 B)
12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)
12. Two Coins 2-tI0J14yQr1s.th.vtt (1.64 KB)
12. Two Coins 2-tI0J14yQr1s.zh-CN.vtt (713.00 B)
12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
13. Two Coins 3-GO6kbL3QRBE.en.vtt (1.03 KB)
13. Two Coins 3-GO6kbL3QRBE.es-ES.vtt (1.11 KB)
13. Two Coins 3-GO6kbL3QRBE.it.vtt (1.12 KB)
13. Two Coins 3-GO6kbL3QRBE.ja.vtt (841.00 B)
13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt (1004.00 B)
13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
13. Two Coins 3-JIWv5fU3GLA.en.vtt (2.02 KB)
13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt (2.10 KB)
13. Two Coins 3-JIWv5fU3GLA.it.vtt (2.11 KB)
13. Two Coins 3-JIWv5fU3GLA.ja.vtt (1.85 KB)
13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
13. Two Coins 3-JIWv5fU3GLA.th.vtt (3.52 KB)
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt (845.00 B)
14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
02. Cancer Test-CNpSrdnYvbo.en.vtt (3.25 KB)
02. Cancer Test-CNpSrdnYvbo.es-ES.vtt (3.44 KB)
02. Cancer Test-CNpSrdnYvbo.it.vtt (3.45 KB)
02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
02. Cancer Test-FnNveASivMA.en.vtt (1.05 KB)
02. Cancer Test-FnNveASivMA.es-ES.vtt (1.07 KB)
02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
02. Cancer Test-FnNveASivMA.ja.vtt (1018.00 B)
02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
03. Prior And Posterior-GlmS_jox08s.en.vtt (351.00 B)
03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
03. Prior And Posterior-o2Tpws5C2Eg.en.vtt (3.28 KB)
03. Prior And Posterior-o2Tpws5C2Eg.es-ES.vtt (3.41 KB)
03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
04. Normalizing 1-9SbUxcyDTaQ.it.vtt (372.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt (353.00 B)
04. Normalizing 1-9SbUxcyDTaQ.mp4 (2.23 MB)
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt (418.00 B)
04. Normalizing 1-9SbUxcyDTaQ.th.vtt (700.00 B)
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt (303.00 B)
04. Normalizing 1.html (11.16 KB)
05. Normalizing 2–pOzdj6pnbA.ar.vtt (95.00 B)
05. Normalizing 2–pOzdj6pnbA.en.vtt (89.00 B)
05. Normalizing 2–pOzdj6pnbA.es-ES.vtt (109.00 B)
05. Normalizing 2–pOzdj6pnbA.it.vtt (90.00 B)
05. Normalizing 2–pOzdj6pnbA.ja.vtt (91.00 B)
05. Normalizing 2–pOzdj6pnbA.mp4 (671.97 KB)
05. Normalizing 2–pOzdj6pnbA.pt-BR.vtt (92.00 B)
05. Normalizing 2–pOzdj6pnbA.th.vtt (108.00 B)
05. Normalizing 2–pOzdj6pnbA.zh-CN.vtt (87.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt (903.00 B)
05. Normalizing 2-WYA5Zbf8HC4.en.vtt (646.00 B)
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt (681.00 B)
05. Normalizing 2-WYA5Zbf8HC4.it.vtt (712.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt (618.00 B)
05. Normalizing 2-WYA5Zbf8HC4.mp4 (4.26 MB)
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt (769.00 B)
05. Normalizing 2-WYA5Zbf8HC4.th.vtt (1.09 KB)
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt (553.00 B)
05. Normalizing 2.html (11.17 KB)
06. Normalizing 3-V96RcbbVP7Q.ar.vtt (283.00 B)
06. Normalizing 3-V96RcbbVP7Q.en.vtt (219.00 B)
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt (234.00 B)
06. Normalizing 3-V96RcbbVP7Q.it.vtt (231.00 B)
06. Normalizing 3-V96RcbbVP7Q.ja.vtt (199.00 B)
06. Normalizing 3-V96RcbbVP7Q.mp4 (1.22 MB)
06. Normalizing 3-V96RcbbVP7Q.pt-BR.vtt (253.00 B)
06. Normalizing 3-V96RcbbVP7Q.th.vtt (339.00 B)
06. Normalizing 3-V96RcbbVP7Q.zh-CN.vtt (198.00 B)
06. Normalizing 3-etrUbOAoh1U.ar.vtt (110.00 B)
06. Normalizing 3-etrUbOAoh1U.en.vtt (103.00 B)
06. Normalizing 3-etrUbOAoh1U.es-ES.vtt (109.00 B)
06. Normalizing 3-etrUbOAoh1U.it.vtt (96.00 B)
06. Normalizing 3-etrUbOAoh1U.ja.vtt (94.00 B)
06. Normalizing 3-etrUbOAoh1U.mp4 (650.53 KB)
06. Normalizing 3-etrUbOAoh1U.pt-BR.vtt (108.00 B)
06. Normalizing 3-etrUbOAoh1U.th.vtt (135.00 B)
06. Normalizing 3-etrUbOAoh1U.zh-CN.vtt (90.00 B)
06. Normalizing 3.html (11.17 KB)
07. Total Probability-_hXCgF-aMB0.ar.vtt (176.00 B)
07. Total Probability-_hXCgF-aMB0.en.vtt (140.00 B)
07. Total Probability-_hXCgF-aMB0.es-ES.vtt (143.00 B)
07. Total Probability-_hXCgF-aMB0.it.vtt (129.00 B)
07. Total Probability-_hXCgF-aMB0.ja.vtt (142.00 B)
07. Total Probability-_hXCgF-aMB0.mp4 (672.27 KB)
07. Total Probability-_hXCgF-aMB0.pt-BR.vtt (164.00 B)
07. Total Probability-_hXCgF-aMB0.th.vtt (240.00 B)
07. Total Probability-_hXCgF-aMB0.zh-CN.vtt (127.00 B)
07. Total Probability-fAaE5K9OZJc.ar.vtt (404.00 B)
07. Total Probability-fAaE5K9OZJc.en.vtt (313.00 B)
07. Total Probability-fAaE5K9OZJc.es-ES.vtt (333.00 B)
07. Total Probability-fAaE5K9OZJc.it.vtt (324.00 B)
07. Total Probability-fAaE5K9OZJc.ja.vtt (345.00 B)
07. Total Probability-fAaE5K9OZJc.mp4 (2.08 MB)
07. Total Probability-fAaE5K9OZJc.pt-BR.vtt (391.00 B)
07. Total Probability-fAaE5K9OZJc.th.vtt (579.00 B)
07. Total Probability-fAaE5K9OZJc.zh-CN.vtt (297.00 B)
07. Total Probability.html (11.26 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ar.vtt (2.42 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.en.vtt (1.92 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.es-ES.vtt (1.95 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.it.vtt (2.09 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ja.vtt (1.98 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4 (12.52 MB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.pt-BR.vtt (2.17 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.th.vtt (3.48 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.zh-CN.vtt (1.70 KB)
08. Bayes Rule Diagram.html (9.52 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ar.vtt (1.44 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en-GB.vtt (1.93 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en.vtt (1.14 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.es-ES.vtt (1.18 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.it.vtt (1.21 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ja.vtt (1.08 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.mp4 (7.38 MB)
09. Equivalent Diagram-aUFWZ2uJuBE.pt-BR.vtt (1.30 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.zh-CN.vtt (1014.00 B)
09. Equivalent Diagram.html (9.81 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.ar.vtt (190.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.en.vtt (152.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.es-ES.vtt (165.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.it.vtt (174.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.ja.vtt (155.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.mp4 (479.60 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.pt-BR.vtt (216.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.zh-CN.vtt (158.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ar.vtt (615.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en-GB.vtt (868.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en.vtt (455.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.es-ES.vtt (471.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.it.vtt (456.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ja.vtt (420.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.mp4 (2.85 MB)
10. Cancer Probabilities-CMQBKuYjPBM.pt-BR.vtt (523.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.zh-CN.vtt (408.00 B)
10. Cancer Probabilities.html (11.80 KB)
11. Probability Given Test-41HCYR-NW-w.ar.vtt (524.00 B)
11. Probability Given Test-41HCYR-NW-w.en.vtt (370.00 B)
11. Probability Given Test-41HCYR-NW-w.es-ES.vtt (412.00 B)
11. Probability Given Test-41HCYR-NW-w.ja.vtt (350.00 B)
11. Probability Given Test-41HCYR-NW-w.mp4 (2.56 MB)
11. Probability Given Test-41HCYR-NW-w.pt-BR.vtt (501.00 B)
11. Probability Given Test-41HCYR-NW-w.zh-CN.vtt (298.00 B)
11. Probability Given Test-omC0zbJyzUY.ar.vtt (1000.00 B)
11. Probability Given Test-omC0zbJyzUY.en.vtt (790.00 B)
11. Probability Given Test-omC0zbJyzUY.es-ES.vtt (757.00 B)
11. Probability Given Test-omC0zbJyzUY.ja.vtt (716.00 B)
11. Probability Given Test-omC0zbJyzUY.mp4 (6.72 MB)
11. Probability Given Test-omC0zbJyzUY.pt-BR.vtt (899.00 B)
11. Probability Given Test-omC0zbJyzUY.zh-CN.vtt (609.00 B)
11. Probability Given Test.html (11.19 KB)
12. Normalizer-G9yQ_URDrDQ.ar.vtt (144.00 B)
12. Normalizer-G9yQ_URDrDQ.en.vtt (129.00 B)
12. Normalizer-G9yQ_URDrDQ.es-ES.vtt (138.00 B)
12. Normalizer-G9yQ_URDrDQ.ja.vtt (132.00 B)
12. Normalizer-G9yQ_URDrDQ.mp4 (603.29 KB)
12. Normalizer-G9yQ_URDrDQ.pt-BR.vtt (125.00 B)
12. Normalizer-G9yQ_URDrDQ.zh-CN.vtt (129.00 B)
12. Normalizer-W5i-gRAvZxs.ar.vtt (163.00 B)
12. Normalizer-W5i-gRAvZxs.en.vtt (136.00 B)
12. Normalizer-W5i-gRAvZxs.es-ES.vtt (140.00 B)
12. Normalizer-W5i-gRAvZxs.ja.vtt (134.00 B)
12. Normalizer-W5i-gRAvZxs.mp4 (754.47 KB)
12. Normalizer-W5i-gRAvZxs.pt-BR.vtt (162.00 B)
12. Normalizer-W5i-gRAvZxs.zh-CN.vtt (123.00 B)
12. Normalizer.html (10.69 KB)
13. Normalizing Probability-V_Gqm42WodI.ar.vtt (481.00 B)
13. Normalizing Probability-V_Gqm42WodI.en.vtt (353.00 B)
13. Normalizing Probability-V_Gqm42WodI.es-ES.vtt (390.00 B)
13. Normalizing Probability-V_Gqm42WodI.ja.vtt (332.00 B)
13. Normalizing Probability-V_Gqm42WodI.mp4 (2.17 MB)
13. Normalizing Probability-V_Gqm42WodI.pt-BR.vtt (440.00 B)
13. Normalizing Probability-V_Gqm42WodI.th.vtt (717.00 B)
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35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt (579.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

img (28 files)

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screen-shot-2017-08-02-at-4.57.01-pm.png (84.00 KB)

Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
03. Better Formula-vMAl1m8ZtoI.ja.vtt (492.00 B)
03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt (523.00 B)
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt (441.00 B)
03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
03. Better Formula-z2xsu2Kehyo.en.vtt (216.00 B)
03. Better Formula-z2xsu2Kehyo.es-ES.vtt (231.00 B)
03. Better Formula-z2xsu2Kehyo.ja.vtt (202.00 B)
03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.zh-CN.vtt (1.07 KB)
04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
04. Quadratics-GzRNoodJZxk.en.vtt (571.00 B)
04. Quadratics-GzRNoodJZxk.es-ES.vtt (565.00 B)
04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
05. Quadratics 2-HjpgML5zsUE.en.vtt (879.00 B)
05. Quadratics 2-HjpgML5zsUE.es-ES.vtt (886.00 B)
05. Quadratics 2-HjpgML5zsUE.ja.vtt (760.00 B)
05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt (659.00 B)
05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
05. Quadratics 2-N-wpkttwcoA.en.vtt (738.00 B)
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt (823.00 B)
05. Quadratics 2-N-wpkttwcoA.ja.vtt (710.00 B)
05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt (461.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt (403.00 B)
06. Quadratics 3-YSMWpFM92S0.ar.vtt (974.00 B)
06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
07. Quadratics 4-yimIE9fCvi8.en.vtt (591.00 B)
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt (519.00 B)
07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
07. Quadratics 4-zB2Y-5YEIec.en.vtt (496.00 B)
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt (516.00 B)
07. Quadratics 4-zB2Y-5YEIec.ja.vtt (389.00 B)
07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
08. Maximum-02v8ui9riew.en.vtt (1.27 KB)
08. Maximum-02v8ui9riew.es-ES.vtt (1.28 KB)
08. Maximum-02v8ui9riew.ja.vtt (1.10 KB)
08. Maximum-02v8ui9riew.mp4 (6.58 MB)
08. Maximum-02v8ui9riew.pt-BR.vtt (1.29 KB)
08. Maximum-02v8ui9riew.zh-CN.vtt (1.06 KB)
08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
08. Maximum-MZoYGBZTh-g.en.vtt (599.00 B)
08. Maximum-MZoYGBZTh-g.es-ES.vtt (629.00 B)
08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
09. Maximum Value-rjpcSymYulE.en.vtt (364.00 B)
09. Maximum Value-rjpcSymYulE.es-ES.vtt (389.00 B)
09. Maximum Value-rjpcSymYulE.ja.vtt (302.00 B)
09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
09. Maximum Value-rjpcSymYulE.zh-CN.vtt (328.00 B)
09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
09. Maximum Value-z_eElEkVOPY.en.vtt (387.00 B)
09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
09. Maximum Value-z_eElEkVOPY.ja.vtt (304.00 B)
09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
10. Minimum-tiv8VKPL7jg.en.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

img (12 files)

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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
f4.gif (1.13 KB)
f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
05. Match Points with Clusters-lS5DfbsWH34.pt-BR.vtt (781.00 B)
05. Match Points with Clusters-lS5DfbsWH34.zh-CN.vtt (680.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt (682.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.en.vtt (613.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.mp4 (2.75 MB)
05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt (671.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt (589.00 B)
05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.en.vtt (595.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.pt-BR.vtt (606.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.zh-CN.vtt (488.00 B)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt (1.63 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.zh-CN.vtt (1.43 KB)
06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
07. Moving Centers 2-FY0DXe0lfrI.en.vtt (368.00 B)
07. Moving Centers 2-FY0DXe0lfrI.mp4 (1.34 MB)
07. Moving Centers 2-FY0DXe0lfrI.pt-BR.vtt (370.00 B)
07. Moving Centers 2-FY0DXe0lfrI.zh-CN.vtt (361.00 B)
07. Moving Centers 2-uC1Xwc7warg.ar.vtt (444.00 B)
07. Moving Centers 2-uC1Xwc7warg.en.vtt (312.00 B)
07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
07. Moving Centers 2-uC1Xwc7warg.pt-BR.vtt (326.00 B)
07. Moving Centers 2-uC1Xwc7warg.zh-CN.vtt (332.00 B)
07. Moving Centers 2.html (9.07 KB)
08. Match Points (again)-5j6VZr8sHo8.ar.vtt (1.59 KB)
08. Match Points (again)-5j6VZr8sHo8.en.vtt (1.22 KB)
08. Match Points (again)-5j6VZr8sHo8.mp4 (5.13 MB)
08. Match Points (again)-5j6VZr8sHo8.pt-BR.vtt (1.28 KB)
08. Match Points (again)-5j6VZr8sHo8.zh-CN.vtt (1.01 KB)
08. Match Points (again)-9J3IwQFXveI.ar.vtt (510.00 B)
08. Match Points (again)-9J3IwQFXveI.en.vtt (355.00 B)
08. Match Points (again)-9J3IwQFXveI.mp4 (1.06 MB)
08. Match Points (again)-9J3IwQFXveI.pt-BR.vtt (369.00 B)
08. Match Points (again)-9J3IwQFXveI.zh-CN.vtt (355.00 B)
08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
09. Handoff to Katie-knrPsGtpyQY.en.vtt (207.00 B)
09. Handoff to Katie-knrPsGtpyQY.mp4 (782.02 KB)
09. Handoff to Katie-knrPsGtpyQY.pt-BR.vtt (204.00 B)
09. Handoff to Katie-knrPsGtpyQY.zh-CN.vtt (206.00 B)
09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.en.vtt (451.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.pt-BR.vtt (454.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.zh-CN.vtt (424.00 B)
10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.en.vtt (1.55 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.mp4 (3.34 MB)
10. K-Means Cluster Visualization-iCTPBcowJRY.pt-BR.vtt (1.45 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt (4.85 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.en.vtt (3.51 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4 (10.53 MB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.pt-BR.vtt (3.39 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.zh-CN.vtt (3.04 KB)
11. K-Means Clustering Visualization 2.html (7.83 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt (3.67 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.en.vtt (2.59 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.zh-CN.vtt (2.27 KB)
12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
13. Sklearn-3zHUAXcoZ7c.en.vtt (6.64 KB)
13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
15. Limitations of K-Means-4Fkfu37el_k.pt-BR.vtt (856.00 B)
15. Limitations of K-Means-4Fkfu37el_k.zh-CN.vtt (812.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.en.vtt (315.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
15. Limitations of K-Means-nvLhUSSUhiY.pt-BR.vtt (306.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.en.vtt (2.17 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.mp4 (8.13 MB)
16. Counterintuitive Clusters-StmEUgT1XSY.pt-BR.vtt (2.19 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.zh-CN.vtt (1.90 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt (1.35 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.en.vtt (991.00 B)
16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
16. Counterintuitive Clusters-aveIz1JYeAg.pt-BR.vtt (1.02 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.zh-CN.vtt (924.00 B)
16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.en.vtt (1.48 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.pt-BR.vtt (1.54 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.zh-CN.vtt (1.37 KB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.en.vtt (665.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.zh-CN.vtt (633.00 B)
17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
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student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

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Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
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screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
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stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
10. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
10. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
10. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
10. Text Processing.html (6.65 KB)
11. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
11. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
11. Feature Extraction.html (6.70 KB)
12. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
12. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
12. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
12. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
12. Modeling.html (6.24 KB)
index.html (4.86 KB)

css (5 files)

bootstrap.min.css (137.64 KB)
jquery.mCustomScrollbar.min.css (41.83 KB)
katex.min.css (21.56 KB)
plyr.css (23.62 KB)
styles.css (4.02 KB)

fonts (60 files)

KaTeX_AMS-Regular.ttf (69.75 KB)
KaTeX_AMS-Regular.woff (39.26 KB)
KaTeX_AMS-Regular.woff2 (32.43 KB)
KaTeX_Caligraphic-Bold.ttf (19.13 KB)
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KaTeX_Typewriter-Regular.woff (20.43 KB)
KaTeX_Typewriter-Regular.woff2 (17.13 KB)

img (1 files)

udacimak.png (461.07 KB)

js (5 files)

bootstrap.min.js (49.85 KB)
jquery-3.3.1.min.js (84.89 KB)
jquery.mCustomScrollbar.concat.min.js (44.42 KB)
katex.min.js (231.26 KB)
plyr.polyfilled.min.js (126.16 KB)

Build a More Complete Trading Study Path

Use the Trading Courses category or the curated Trading Courses Cheap list to compare related programs. Check latest course updates before choosing your next module.

Recommended related courses

Udara Shehan – Alchemist FX
Uday Dave – Champion Day Trader
Ultimate Titan Trader

Independent learning resource: Udacity AI Trading Strategies program information.

Final Verdict

Choose from facts, not hype

A broad, multi-part learning archive that moves from market foundations into portfolio research, NLP and neural networks. If the topics, formats and exact file index match your study plan, this package offers a direct way to access the complete listed material.

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What Is Included in the Udacity – AI for Trading Course?

Package fact	Verified value	Why it matters
Folders / files	151 / 7010	You can assess the package scope before ordering.
Total listed size	7.32 GB	Useful for download and storage planning.
Detected formats	VTT (3717), HTML (1554), MP4 (1240), PNG (281), GIF (124), TTF (20), WOFF (20)	Shows the mix of lessons and supporting resources.
Delivery	Instant download	Start organizing the material after checkout.

What You Will Study

Market mechanics and data processing
Momentum, breakout and mean-reversion research
Portfolio optimization and factor models
NLP, neural networks and financial data

✓ Strong fit

The exact index is visible before purchase, and the package connects the named topics in one organized learning path.

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Complete Udacity – AI for Trading Course Index

Open each section to inspect the supplied filenames and listed sizes. The index is grouped into collapsible panels so a large curriculum remains easy to scan.

Root files (1 files)

index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
screen-shot-2018-08-20-at-4.07.31-pm.png (282.00 KB)
screen-shot-2019-02-26-at-4.09.24-pm.png (104.90 KB)
screen-shot-2019-02-26-at-4.25.04-pm.png (20.85 KB)
talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
screen-shot-2018-11-07-at-10.23.07-pm.png (366.06 KB)
screen-shot-2018-11-07-at-9.55.40-pm.png (222.17 KB)
screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
screen-shot-2018-10-29-at-5.29.38-pm.png (104.85 KB)
screen-shot-2018-10-29-at-5.35.49-pm.png (255.40 KB)
screen-shot-2018-10-29-at-5.40.03-pm.png (389.40 KB)

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
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Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
screen-shot-2018-10-29-at-3.28.20-pm.png (65.29 KB)
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screen-shot-2018-10-29-at-4.03.59-pm.png (125.31 KB)
screen-shot-2018-10-29-at-4.09.18-pm.png (47.72 KB)
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screen-shot-2018-10-29-at-4.34.30-pm.png (71.37 KB)
screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
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perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
6499079068.gif (445.94 KB)
6509638772.gif (711.08 KB)
6551597473.gif (444.36 KB)
mat-leonard-circle.png (384.91 KB)

Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
screen-shot-2018-01-19-at-1.57.42-pm.png (114.23 KB)
screen-shot-2018-01-19-at-1.58.00-pm.png (126.03 KB)
screen-shot-2018-01-19-at-2.24.21-pm.png (218.72 KB)
screen-shot-2018-01-19-at-2.28.03-pm.png (90.71 KB)
screen-shot-2018-02-21-at-6.41.35-pm.png (18.77 KB)
screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

48678737.gif (77.74 KB)
48680638.gif (68.34 KB)
48688787.gif (82.40 KB)
48692636.gif (74.24 KB)
48698525.gif (89.16 KB)
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Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
03. Fair Coin-fSKL742j-zk.hr.vtt (155.00 B)
03. Fair Coin-fSKL742j-zk.it.vtt (178.00 B)
03. Fair Coin-fSKL742j-zk.ja.vtt (149.00 B)
03. Fair Coin-fSKL742j-zk.mp4 (797.83 KB)
03. Fair Coin-fSKL742j-zk.pt-BR.vtt (173.00 B)
03. Fair Coin-fSKL742j-zk.th.vtt (342.00 B)
03. Fair Coin-fSKL742j-zk.zh-CN.vtt (197.00 B)
03. Fair Coin.html (9.46 KB)
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt (591.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt (425.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt (417.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt (384.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt (444.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt (415.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.mp4 (2.63 MB)
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt (442.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt (578.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt (380.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt (265.00 B)
04. Loaded Coin 1-sNvQeSikRFY.en.vtt (217.00 B)
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt (210.00 B)
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt (213.00 B)
04. Loaded Coin 1-sNvQeSikRFY.it.vtt (212.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.mp4 (1.24 MB)
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.th.vtt (252.00 B)
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt (192.00 B)
04. Loaded Coin 1.html (9.76 KB)
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt (222.00 B)
05. Loaded Coin 2-Y7tnbth-gag.en.vtt (180.00 B)
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt (185.00 B)
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt (157.00 B)
05. Loaded Coin 2-Y7tnbth-gag.it.vtt (171.00 B)
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt (159.00 B)
05. Loaded Coin 2-Y7tnbth-gag.mp4 (805.43 KB)
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt (184.00 B)
05. Loaded Coin 2-Y7tnbth-gag.th.vtt (267.00 B)
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt (164.00 B)
05. Loaded Coin 2-dGffszQYzqc.ar.vtt (1.06 KB)
05. Loaded Coin 2-dGffszQYzqc.en.vtt (874.00 B)
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt (880.00 B)
05. Loaded Coin 2-dGffszQYzqc.hr.vtt (942.00 B)
05. Loaded Coin 2-dGffszQYzqc.it.vtt (915.00 B)
05. Loaded Coin 2-dGffszQYzqc.ja.vtt (762.00 B)
05. Loaded Coin 2-dGffszQYzqc.mp4 (3.36 MB)
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt (866.00 B)
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt (817.00 B)
05. Loaded Coin 2.html (9.44 KB)
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt (279.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt (231.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt (238.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt (261.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.mp4 (1.69 MB)
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt (265.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt (354.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt (228.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt (302.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt (260.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt (257.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt (289.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt (291.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt (247.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.mp4 (1.35 MB)
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt (249.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt (447.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt (248.00 B)
06. Loaded Coin 3.html (9.56 KB)
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt (838.00 B)
07. Complementary Outcomes-YseJqD-1oUg.en.vtt (682.00 B)
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt (671.00 B)
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt (640.00 B)
07. Complementary Outcomes-YseJqD-1oUg.it.vtt (697.00 B)
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt (669.00 B)
07. Complementary Outcomes-YseJqD-1oUg.mp4 (4.50 MB)
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt (695.00 B)
07. Complementary Outcomes-YseJqD-1oUg.th.vtt (1.22 KB)
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt (582.00 B)
07. Complementary Outcomes.html (7.85 KB)
08. Two Flips 1-1txkcmxk3vU.ar.vtt (2.19 KB)
08. Two Flips 1-1txkcmxk3vU.en.vtt (1.72 KB)
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt (1.79 KB)
08. Two Flips 1-1txkcmxk3vU.hr.vtt (1.68 KB)
08. Two Flips 1-1txkcmxk3vU.it.vtt (1.87 KB)
08. Two Flips 1-1txkcmxk3vU.ja.vtt (1.62 KB)
08. Two Flips 1-1txkcmxk3vU.mp4 (4.01 MB)
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt (1.91 KB)
08. Two Flips 1-1txkcmxk3vU.th.vtt (3.35 KB)
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt (1.45 KB)
08. Two Flips 1-yUIz7SgUwJg.ar.vtt (663.00 B)
08. Two Flips 1-yUIz7SgUwJg.en.vtt (495.00 B)
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt (535.00 B)
08. Two Flips 1-yUIz7SgUwJg.hr.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.it.vtt (552.00 B)
08. Two Flips 1-yUIz7SgUwJg.ja.vtt (532.00 B)
08. Two Flips 1-yUIz7SgUwJg.mp4 (3.42 MB)
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.th.vtt (1021.00 B)
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt (516.00 B)
08. Two Flips 1.html (9.50 KB)
09. Two Flips 2-pT0FXiH_5nI.ar.vtt (207.00 B)
09. Two Flips 2-pT0FXiH_5nI.en.vtt (198.00 B)
09. Two Flips 2-pT0FXiH_5nI.hr.vtt (204.00 B)
09. Two Flips 2-pT0FXiH_5nI.it.vtt (213.00 B)
09. Two Flips 2-pT0FXiH_5nI.ja.vtt (194.00 B)
09. Two Flips 2-pT0FXiH_5nI.mp4 (312.59 KB)
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt (186.00 B)
09. Two Flips 2-pT0FXiH_5nI.th.vtt (603.00 B)
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt (196.00 B)
09. Two Flips 2-uhrL5fatt3E.ar.vtt (1.18 KB)
09. Two Flips 2-uhrL5fatt3E.en.vtt (883.00 B)
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt (948.00 B)
09. Two Flips 2-uhrL5fatt3E.hr.vtt (854.00 B)
09. Two Flips 2-uhrL5fatt3E.it.vtt (945.00 B)
09. Two Flips 2-uhrL5fatt3E.ja.vtt (887.00 B)
09. Two Flips 2-uhrL5fatt3E.mp4 (3.00 MB)
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt (988.00 B)
09. Two Flips 2-uhrL5fatt3E.th.vtt (1.60 KB)
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt (787.00 B)
09. Two Flips 2.html (9.39 KB)
10. Two Flips 3-3NSPqjp6pFY.ar.vtt (547.00 B)
10. Two Flips 3-3NSPqjp6pFY.en.vtt (432.00 B)
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt (473.00 B)
10. Two Flips 3-3NSPqjp6pFY.hr.vtt (469.00 B)
10. Two Flips 3-3NSPqjp6pFY.it.vtt (435.00 B)
10. Two Flips 3-3NSPqjp6pFY.ja.vtt (397.00 B)
10. Two Flips 3-3NSPqjp6pFY.mp4 (1.12 MB)
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt (496.00 B)
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt (379.00 B)
10. Two Flips 3-uimwo-puQWY.ar.vtt (254.00 B)
10. Two Flips 3-uimwo-puQWY.en.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.hr.vtt (197.00 B)
10. Two Flips 3-uimwo-puQWY.it.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.ja.vtt (194.00 B)
10. Two Flips 3-uimwo-puQWY.mp4 (920.84 KB)
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt (219.00 B)
10. Two Flips 3-uimwo-puQWY.th.vtt (359.00 B)
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt (177.00 B)
10. Two Flips 3.html (10.16 KB)
11. Two Flips 4-bNoS6LQEFrI.ar.vtt (900.00 B)
11. Two Flips 4-bNoS6LQEFrI.en.vtt (715.00 B)
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt (748.00 B)
11. Two Flips 4-bNoS6LQEFrI.hr.vtt (690.00 B)
11. Two Flips 4-bNoS6LQEFrI.it.vtt (742.00 B)
11. Two Flips 4-bNoS6LQEFrI.ja.vtt (623.00 B)
11. Two Flips 4-bNoS6LQEFrI.mp4 (2.98 MB)
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt (728.00 B)
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt (658.00 B)
11. Two Flips 4-rRPwknIDuI0.ar.vtt (303.00 B)
11. Two Flips 4-rRPwknIDuI0.en.vtt (247.00 B)
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt (252.00 B)
11. Two Flips 4-rRPwknIDuI0.hr.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.it.vtt (248.00 B)
11. Two Flips 4-rRPwknIDuI0.ja.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.mp4 (663.40 KB)
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt (209.00 B)
11. Two Flips 4-rRPwknIDuI0.th.vtt (423.00 B)
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt (228.00 B)
11. Two Flips 4.html (9.40 KB)
12. Two Flips 5-G28YyiGFGWA.ar.vtt (437.00 B)
12. Two Flips 5-G28YyiGFGWA.en.vtt (349.00 B)
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt (366.00 B)
12. Two Flips 5-G28YyiGFGWA.hr.vtt (383.00 B)
12. Two Flips 5-G28YyiGFGWA.it.vtt (382.00 B)
12. Two Flips 5-G28YyiGFGWA.ja.vtt (370.00 B)
12. Two Flips 5-G28YyiGFGWA.mp4 (2.15 MB)
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt (377.00 B)
12. Two Flips 5-G28YyiGFGWA.th.vtt (654.00 B)
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt (348.00 B)
12. Two Flips 5-HB8b7sZQFGs.ar.vtt (650.00 B)
12. Two Flips 5-HB8b7sZQFGs.en.vtt (549.00 B)
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt (566.00 B)
12. Two Flips 5-HB8b7sZQFGs.hr.vtt (575.00 B)
12. Two Flips 5-HB8b7sZQFGs.it.vtt (598.00 B)
12. Two Flips 5-HB8b7sZQFGs.ja.vtt (527.00 B)
12. Two Flips 5-HB8b7sZQFGs.mp4 (990.87 KB)
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt (516.00 B)
12. Two Flips 5-HB8b7sZQFGs.th.vtt (729.00 B)
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt (558.00 B)
12. Two Flips 5.html (9.50 KB)
13. One Head 1-T4A5uyqesjo.ar.vtt (845.00 B)
13. One Head 1-T4A5uyqesjo.en.vtt (617.00 B)
13. One Head 1-T4A5uyqesjo.es-ES.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.hr.vtt (599.00 B)
13. One Head 1-T4A5uyqesjo.it.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.ja.vtt (597.00 B)
13. One Head 1-T4A5uyqesjo.mp4 (1.51 MB)
13. One Head 1-T4A5uyqesjo.pt-BR.vtt (705.00 B)
13. One Head 1-T4A5uyqesjo.th.vtt (1.08 KB)
13. One Head 1-T4A5uyqesjo.zh-CN.vtt (577.00 B)
13. One Head 1-lHuZpDkfwq8.ar.vtt (717.00 B)
13. One Head 1-lHuZpDkfwq8.en.vtt (553.00 B)
13. One Head 1-lHuZpDkfwq8.es-ES.vtt (575.00 B)
13. One Head 1-lHuZpDkfwq8.hr.vtt (539.00 B)
13. One Head 1-lHuZpDkfwq8.it.vtt (618.00 B)
13. One Head 1-lHuZpDkfwq8.ja.vtt (584.00 B)
13. One Head 1-lHuZpDkfwq8.mp4 (3.66 MB)
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt (642.00 B)
13. One Head 1-lHuZpDkfwq8.th.vtt (970.00 B)
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt (507.00 B)
13. One Head 1.html (9.48 KB)
14. One Head 2-64EjAbqrtmo.ar.vtt (640.00 B)
14. One Head 2-64EjAbqrtmo.en.vtt (508.00 B)
14. One Head 2-64EjAbqrtmo.es-ES.vtt (480.00 B)
14. One Head 2-64EjAbqrtmo.hr.vtt (453.00 B)
14. One Head 2-64EjAbqrtmo.it.vtt (504.00 B)
14. One Head 2-64EjAbqrtmo.ja.vtt (417.00 B)
14. One Head 2-64EjAbqrtmo.mp4 (1.04 MB)
14. One Head 2-64EjAbqrtmo.pt-BR.vtt (547.00 B)
14. One Head 2-64EjAbqrtmo.th.vtt (1015.00 B)
14. One Head 2-64EjAbqrtmo.zh-CN.vtt (423.00 B)
14. One Head 2-JHx3ucNS9f4.ar.vtt (445.00 B)
14. One Head 2-JHx3ucNS9f4.en.vtt (342.00 B)
14. One Head 2-JHx3ucNS9f4.es-ES.vtt (393.00 B)
14. One Head 2-JHx3ucNS9f4.hr.vtt (312.00 B)
14. One Head 2-JHx3ucNS9f4.it.vtt (375.00 B)
14. One Head 2-JHx3ucNS9f4.ja.vtt (357.00 B)
14. One Head 2-JHx3ucNS9f4.mp4 (2.26 MB)
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt (354.00 B)
14. One Head 2-JHx3ucNS9f4.th.vtt (677.00 B)
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt (323.00 B)
14. One Head 2.html (10.37 KB)
15. One Of Three 1-bDCXSxkochE.ar.vtt (1.50 KB)
15. One Of Three 1-bDCXSxkochE.en.vtt (1.15 KB)
15. One Of Three 1-bDCXSxkochE.es-ES.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.hr.vtt (1.12 KB)
15. One Of Three 1-bDCXSxkochE.it.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.ja.vtt (1.13 KB)
15. One Of Three 1-bDCXSxkochE.mp4 (9.02 MB)
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt (1.35 KB)
15. One Of Three 1-bDCXSxkochE.th.vtt (2.73 KB)
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt (964.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt (411.00 B)
15. One Of Three 1-rxfHfjy9Mm4.en.vtt (307.00 B)
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt (318.00 B)
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt (305.00 B)
15. One Of Three 1-rxfHfjy9Mm4.it.vtt (315.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt (301.00 B)
15. One Of Three 1-rxfHfjy9Mm4.mp4 (2.08 MB)
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt (335.00 B)
15. One Of Three 1-rxfHfjy9Mm4.th.vtt (772.00 B)
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt (280.00 B)
15. One Of Three 1.html (9.58 KB)
16. One Of Three 2-27Ed1GI4j84.ar.vtt (1.26 KB)
16. One Of Three 2-27Ed1GI4j84.en.vtt (964.00 B)
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt (967.00 B)
16. One Of Three 2-27Ed1GI4j84.hr.vtt (925.00 B)
16. One Of Three 2-27Ed1GI4j84.it.vtt (969.00 B)
16. One Of Three 2-27Ed1GI4j84.ja.vtt (949.00 B)
16. One Of Three 2-27Ed1GI4j84.mp4 (11.22 MB)
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt (1.29 KB)
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt (908.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt (1.22 KB)
16. One Of Three 2-gGgqTGZ9TKg.en.vtt (997.00 B)
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt (971.00 B)
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt (956.00 B)
16. One Of Three 2-gGgqTGZ9TKg.it.vtt (994.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt (952.00 B)
16. One Of Three 2-gGgqTGZ9TKg.mp4 (5.49 MB)
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt (1.01 KB)
16. One Of Three 2-gGgqTGZ9TKg.th.vtt (2.00 KB)
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt (912.00 B)
16. One Of Three 2.html (9.46 KB)
17. Even Roll-DrnAR4SqlEE.ar.vtt (1.05 KB)
17. Even Roll-DrnAR4SqlEE.en.vtt (826.00 B)
17. Even Roll-DrnAR4SqlEE.es-ES.vtt (850.00 B)
17. Even Roll-DrnAR4SqlEE.hr.vtt (792.00 B)
17. Even Roll-DrnAR4SqlEE.it.vtt (866.00 B)
17. Even Roll-DrnAR4SqlEE.ja.vtt (872.00 B)
17. Even Roll-DrnAR4SqlEE.mp4 (5.70 MB)
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt (914.00 B)
17. Even Roll-DrnAR4SqlEE.th.vtt (1.69 KB)
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt (676.00 B)
17. Even Roll-M3L0a5V4Nf0.ar.vtt (684.00 B)
17. Even Roll-M3L0a5V4Nf0.en.vtt (558.00 B)
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt (611.00 B)
17. Even Roll-M3L0a5V4Nf0.hr.vtt (517.00 B)
17. Even Roll-M3L0a5V4Nf0.it.vtt (571.00 B)
17. Even Roll-M3L0a5V4Nf0.ja.vtt (596.00 B)
17. Even Roll-M3L0a5V4Nf0.mp4 (3.94 MB)
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt (597.00 B)
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt (538.00 B)
17. Even Roll.html (9.51 KB)
18. Doubles-On_Guw8wac8.ar.vtt (765.00 B)
18. Doubles-On_Guw8wac8.en.vtt (569.00 B)
18. Doubles-On_Guw8wac8.es-ES.vtt (608.00 B)
18. Doubles-On_Guw8wac8.hr.vtt (565.00 B)
18. Doubles-On_Guw8wac8.it.vtt (625.00 B)
18. Doubles-On_Guw8wac8.ja.vtt (594.00 B)
18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
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03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
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04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
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04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
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05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
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05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
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06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
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07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
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07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
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07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
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08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
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08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
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09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
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09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
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09. Arrangements-NRPcnpmFCg8.ja.vtt (473.00 B)
09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
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10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
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10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
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10. Binomial 1.html (8.71 KB)
11. Binomial 2-Uy7b3aMPnEY.ar.vtt (202.00 B)
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11. Binomial 2-Uy7b3aMPnEY.mp4 (1.86 MB)
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11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt (246.00 B)
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt (170.00 B)
11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
12. Binomial 3-Jp2xJOtNQZ0.en.vtt (628.00 B)
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12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
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12. Binomial 3-YIELbuet-ZE.ar.vtt (1.85 KB)
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12. Binomial 3-YIELbuet-ZE.mp4 (7.14 MB)
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
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12. Binomial 3.html (8.54 KB)
13. Binomial 4-lPrKmvckG4E.ar.vtt (1.39 KB)
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13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
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13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
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13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
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13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
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14. Binomial 5-8jcCGD986jk.mp4 (2.51 MB)
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14. Binomial 5-yof0QiP2mzk.ar.vtt (303.00 B)
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14. Binomial 5-yof0QiP2mzk.mp4 (1.01 MB)
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
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14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
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15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
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15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
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15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

img (15 files)

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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt (125.00 B)
02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
02. Medical Example 1-mFfbts1lAEo.en.vtt (427.00 B)
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt (466.00 B)
02. Medical Example 1-mFfbts1lAEo.it.vtt (422.00 B)
02. Medical Example 1-mFfbts1lAEo.ja.vtt (444.00 B)
02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
03. Medical Example 2-FV_hc3MzS_8.en.vtt (2.84 KB)
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt (2.99 KB)
03. Medical Example 2-FV_hc3MzS_8.it.vtt (3.02 KB)
03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
03. Medical Example 2-VLLG0rYC7To.en.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt (406.00 B)
03. Medical Example 2-VLLG0rYC7To.it.vtt (409.00 B)
03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt (1.21 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt (1003.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt (1010.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt (1.05 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt (1.81 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt (279.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt (301.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt (289.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
05. Medical Example 4-pL8Bf6tck_A.en.vtt (310.00 B)
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt (332.00 B)
05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
05. Medical Example 4-udduksMWMB4.en.vtt (354.00 B)
05. Medical Example 4-udduksMWMB4.es-ES.vtt (360.00 B)
05. Medical Example 4-udduksMWMB4.it.vtt (359.00 B)
05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
06. Medical Example 5-fqt7NIvMB0s.en.vtt (128.00 B)
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
06. Medical Example 5-fqt7NIvMB0s.it.vtt (127.00 B)
06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
06. Medical Example 5-ys9w-NNKCcU.en.vtt (349.00 B)
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
06. Medical Example 5-ys9w-NNKCcU.it.vtt (341.00 B)
06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
07. Medical Example 6–lC9xztr4zA.en.vtt (433.00 B)
07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
07. Medical Example 6–lC9xztr4zA.it.vtt (414.00 B)
07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
07. Medical Example 6-iyE5h48qPFQ.en.vtt (169.00 B)
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt (166.00 B)
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07. Medical Example 6-iyE5h48qPFQ.ja.vtt (141.00 B)
07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.th.vtt (305.00 B)
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt (163.00 B)
07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
08. Medical Example 7-cw_zgQbAWNU.en.vtt (167.00 B)
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
08. Medical Example 7-cw_zgQbAWNU.it.vtt (171.00 B)
08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
09. Medical Example 8-7k5oAaZamCA.en.vtt (416.00 B)
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt (380.00 B)
09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
09. Medical Example 8-btGdX0ZpkNU.en.vtt (704.00 B)
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt (728.00 B)
09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
09. Medical Example 8-btGdX0ZpkNU.th.vtt (1.17 KB)
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
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10. Total Probability-YSYpzFR4k1I.ja.vtt (1.59 KB)
10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt (1.80 KB)
10. Total Probability-YSYpzFR4k1I.th.vtt (3.38 KB)
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt (1.75 KB)
10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
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11. Two Coins 1-QIQBb4nLsHc.it.vtt (702.00 B)
11. Two Coins 1-QIQBb4nLsHc.ja.vtt (717.00 B)
11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt (688.00 B)
11. Two Coins 1-QIQBb4nLsHc.th.vtt (1.54 KB)
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11. Two Coins 1-SYnYIjLpbjE.ar.vtt (286.00 B)
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11. Two Coins 1-SYnYIjLpbjE.ja.vtt (237.00 B)
11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt (285.00 B)
11. Two Coins 1-SYnYIjLpbjE.th.vtt (415.00 B)
11. Two Coins 1-SYnYIjLpbjE.zh-CN.vtt (244.00 B)
11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
12. Two Coins 2-hoVOT8qcQ7c.en.vtt (1.61 KB)
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12. Two Coins 2-hoVOT8qcQ7c.it.vtt (1.76 KB)
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt (1.68 KB)
12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
12. Two Coins 2-hoVOT8qcQ7c.th.vtt (3.25 KB)
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12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)
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12. Two Coins 2-tI0J14yQr1s.it.vtt (832.00 B)
12. Two Coins 2-tI0J14yQr1s.ja.vtt (819.00 B)
12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)
12. Two Coins 2-tI0J14yQr1s.th.vtt (1.64 KB)
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12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
13. Two Coins 3-GO6kbL3QRBE.en.vtt (1.03 KB)
13. Two Coins 3-GO6kbL3QRBE.es-ES.vtt (1.11 KB)
13. Two Coins 3-GO6kbL3QRBE.it.vtt (1.12 KB)
13. Two Coins 3-GO6kbL3QRBE.ja.vtt (841.00 B)
13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt (1004.00 B)
13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
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13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt (2.10 KB)
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13. Two Coins 3-JIWv5fU3GLA.ja.vtt (1.85 KB)
13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
13. Two Coins 3-JIWv5fU3GLA.th.vtt (3.52 KB)
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt (845.00 B)
14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
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02. Cancer Test-CNpSrdnYvbo.es-ES.vtt (3.44 KB)
02. Cancer Test-CNpSrdnYvbo.it.vtt (3.45 KB)
02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
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02. Cancer Test-FnNveASivMA.es-ES.vtt (1.07 KB)
02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
02. Cancer Test-FnNveASivMA.ja.vtt (1018.00 B)
02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
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03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
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03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
04. Normalizing 1-9SbUxcyDTaQ.it.vtt (372.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt (353.00 B)
04. Normalizing 1-9SbUxcyDTaQ.mp4 (2.23 MB)
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt (418.00 B)
04. Normalizing 1-9SbUxcyDTaQ.th.vtt (700.00 B)
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt (303.00 B)
04. Normalizing 1.html (11.16 KB)
05. Normalizing 2–pOzdj6pnbA.ar.vtt (95.00 B)
05. Normalizing 2–pOzdj6pnbA.en.vtt (89.00 B)
05. Normalizing 2–pOzdj6pnbA.es-ES.vtt (109.00 B)
05. Normalizing 2–pOzdj6pnbA.it.vtt (90.00 B)
05. Normalizing 2–pOzdj6pnbA.ja.vtt (91.00 B)
05. Normalizing 2–pOzdj6pnbA.mp4 (671.97 KB)
05. Normalizing 2–pOzdj6pnbA.pt-BR.vtt (92.00 B)
05. Normalizing 2–pOzdj6pnbA.th.vtt (108.00 B)
05. Normalizing 2–pOzdj6pnbA.zh-CN.vtt (87.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt (903.00 B)
05. Normalizing 2-WYA5Zbf8HC4.en.vtt (646.00 B)
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt (681.00 B)
05. Normalizing 2-WYA5Zbf8HC4.it.vtt (712.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt (618.00 B)
05. Normalizing 2-WYA5Zbf8HC4.mp4 (4.26 MB)
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt (769.00 B)
05. Normalizing 2-WYA5Zbf8HC4.th.vtt (1.09 KB)
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt (553.00 B)
05. Normalizing 2.html (11.17 KB)
06. Normalizing 3-V96RcbbVP7Q.ar.vtt (283.00 B)
06. Normalizing 3-V96RcbbVP7Q.en.vtt (219.00 B)
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt (234.00 B)
06. Normalizing 3-V96RcbbVP7Q.it.vtt (231.00 B)
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25. Robot Sensing 5-PGG9agooCvw.ar.vtt (544.00 B)
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25. Robot Sensing 5-PGG9agooCvw.es-ES.vtt (451.00 B)
25. Robot Sensing 5-PGG9agooCvw.ja.vtt (395.00 B)
25. Robot Sensing 5-PGG9agooCvw.mp4 (1.74 MB)
25. Robot Sensing 5-PGG9agooCvw.pt-BR.vtt (410.00 B)
25. Robot Sensing 5-PGG9agooCvw.th.vtt (667.00 B)
25. Robot Sensing 5-PGG9agooCvw.zh-CN.vtt (420.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ar.vtt (118.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.en.vtt (97.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.es-ES.vtt (108.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ja.vtt (123.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.mp4 (506.06 KB)
25. Robot Sensing 5-tIrqdYTT_9Q.pt-BR.vtt (106.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.th.vtt (137.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.zh-CN.vtt (110.00 B)
25. Robot Sensing 5.html (10.99 KB)
26. Robot Sensing 6-Se-ddM2Wdac.ar.vtt (175.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.en.vtt (147.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.es-ES.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.ja.vtt (176.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.mp4 (484.71 KB)
26. Robot Sensing 6-Se-ddM2Wdac.pt-BR.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.th.vtt (240.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.zh-CN.vtt (149.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ar.vtt (456.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.en.vtt (343.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.es-ES.vtt (348.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ja.vtt (326.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.mp4 (1.58 MB)
26. Robot Sensing 6-hXyXlk0gYzk.pt-BR.vtt (329.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.th.vtt (554.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.zh-CN.vtt (331.00 B)
26. Robot Sensing 6.html (10.99 KB)
27. Robot Sensing 7-clFL503NPyY.ar.vtt (126.00 B)
27. Robot Sensing 7-clFL503NPyY.en.vtt (109.00 B)
27. Robot Sensing 7-clFL503NPyY.es-ES.vtt (118.00 B)
27. Robot Sensing 7-clFL503NPyY.ja.vtt (113.00 B)
27. Robot Sensing 7-clFL503NPyY.mp4 (218.29 KB)
27. Robot Sensing 7-clFL503NPyY.pt-BR.vtt (108.00 B)
27. Robot Sensing 7-clFL503NPyY.th.vtt (177.00 B)
27. Robot Sensing 7-clFL503NPyY.zh-CN.vtt (108.00 B)
27. Robot Sensing 7-goEMc0w58xM.ar.vtt (211.00 B)
27. Robot Sensing 7-goEMc0w58xM.en.vtt (155.00 B)
27. Robot Sensing 7-goEMc0w58xM.es-ES.vtt (174.00 B)
27. Robot Sensing 7-goEMc0w58xM.ja.vtt (175.00 B)
27. Robot Sensing 7-goEMc0w58xM.mp4 (473.30 KB)
27. Robot Sensing 7-goEMc0w58xM.pt-BR.vtt (169.00 B)
27. Robot Sensing 7-goEMc0w58xM.th.vtt (244.00 B)
27. Robot Sensing 7-goEMc0w58xM.zh-CN.vtt (158.00 B)
27. Robot Sensing 7.html (10.99 KB)
28. Robot Sensing 8-hyAQ28MYmc4.ar.vtt (315.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.en.vtt (248.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.es-ES.vtt (243.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.ja.vtt (200.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.mp4 (978.72 KB)
28. Robot Sensing 8-hyAQ28MYmc4.pt-BR.vtt (249.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.th.vtt (393.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.zh-CN.vtt (226.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ar.vtt (626.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en-GB.vtt (804.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en.vtt (524.00 B)
28. Robot Sensing 8-lmuonrQp_lM.es-ES.vtt (531.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ja.vtt (541.00 B)
28. Robot Sensing 8-lmuonrQp_lM.mp4 (3.35 MB)
28. Robot Sensing 8-lmuonrQp_lM.pt-BR.vtt (497.00 B)
28. Robot Sensing 8-lmuonrQp_lM.zh-CN.vtt (492.00 B)
28. Robot Sensing 8.html (11.57 KB)
29. Generalizing-SdMk3aROgSc.ar.vtt (1.73 KB)
29. Generalizing-SdMk3aROgSc.en.vtt (1.24 KB)
29. Generalizing-SdMk3aROgSc.es-ES.vtt (1.32 KB)
29. Generalizing-SdMk3aROgSc.ja.vtt (1.22 KB)
29. Generalizing-SdMk3aROgSc.mp4 (6.27 MB)
29. Generalizing-SdMk3aROgSc.pt-BR.vtt (1.33 KB)
29. Generalizing-SdMk3aROgSc.zh-CN.vtt (1.17 KB)
29. Generalizing.html (9.23 KB)
30. Sebastian At Home-R4zq6mPPMxs.ar.vtt (1.89 KB)
30. Sebastian At Home-R4zq6mPPMxs.en.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.es-ES.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.ja.vtt (1.46 KB)
30. Sebastian At Home-R4zq6mPPMxs.mp4 (11.04 MB)
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt (1.73 KB)
30. Sebastian At Home-R4zq6mPPMxs.zh-CN.vtt (1.22 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ar.vtt (1.51 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.en.vtt (1.04 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.es-ES.vtt (1.14 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ja.vtt (1.13 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.mp4 (7.74 MB)
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt (1.30 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt (930.00 B)
30. Sebastian At Home.html (10.84 KB)
31. Learning Objectives – Conditional Probability.html (18.64 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.ar.vtt (1.88 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.en.vtt (1.48 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.mp4 (4.40 MB)
32. Reducing Uncertainty-zuFMhmKQ–o.pt-BR.vtt (1.50 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.zh-CN.vtt (1.23 KB)
32. Reducing Uncertainty.html (9.09 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.ar.vtt (1.27 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.en.vtt (979.00 B)
33. Bayes’ Rule and Robotics-meNSO42JF6I.mp4 (2.91 MB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.pt-BR.vtt (1.14 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.zh-CN.vtt (892.00 B)
33. Bayes’ Rule and Robotics.html (9.16 KB)
34. Learning from Sensor Data.html (12.38 KB)
35. Using Sensor Data-vhl-SADfti8.ar.vtt (2.19 KB)
35. Using Sensor Data-vhl-SADfti8.en.vtt (1.59 KB)
35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt (579.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

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Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
03. Better Formula-vMAl1m8ZtoI.ja.vtt (492.00 B)
03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt (523.00 B)
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt (441.00 B)
03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
03. Better Formula-z2xsu2Kehyo.en.vtt (216.00 B)
03. Better Formula-z2xsu2Kehyo.es-ES.vtt (231.00 B)
03. Better Formula-z2xsu2Kehyo.ja.vtt (202.00 B)
03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.zh-CN.vtt (1.07 KB)
04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
04. Quadratics-GzRNoodJZxk.en.vtt (571.00 B)
04. Quadratics-GzRNoodJZxk.es-ES.vtt (565.00 B)
04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
05. Quadratics 2-HjpgML5zsUE.en.vtt (879.00 B)
05. Quadratics 2-HjpgML5zsUE.es-ES.vtt (886.00 B)
05. Quadratics 2-HjpgML5zsUE.ja.vtt (760.00 B)
05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt (659.00 B)
05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
05. Quadratics 2-N-wpkttwcoA.en.vtt (738.00 B)
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt (823.00 B)
05. Quadratics 2-N-wpkttwcoA.ja.vtt (710.00 B)
05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt (461.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt (403.00 B)
06. Quadratics 3-YSMWpFM92S0.ar.vtt (974.00 B)
06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
07. Quadratics 4-yimIE9fCvi8.en.vtt (591.00 B)
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt (519.00 B)
07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
07. Quadratics 4-zB2Y-5YEIec.en.vtt (496.00 B)
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt (516.00 B)
07. Quadratics 4-zB2Y-5YEIec.ja.vtt (389.00 B)
07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
08. Maximum-02v8ui9riew.en.vtt (1.27 KB)
08. Maximum-02v8ui9riew.es-ES.vtt (1.28 KB)
08. Maximum-02v8ui9riew.ja.vtt (1.10 KB)
08. Maximum-02v8ui9riew.mp4 (6.58 MB)
08. Maximum-02v8ui9riew.pt-BR.vtt (1.29 KB)
08. Maximum-02v8ui9riew.zh-CN.vtt (1.06 KB)
08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
08. Maximum-MZoYGBZTh-g.en.vtt (599.00 B)
08. Maximum-MZoYGBZTh-g.es-ES.vtt (629.00 B)
08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
09. Maximum Value-rjpcSymYulE.en.vtt (364.00 B)
09. Maximum Value-rjpcSymYulE.es-ES.vtt (389.00 B)
09. Maximum Value-rjpcSymYulE.ja.vtt (302.00 B)
09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
09. Maximum Value-rjpcSymYulE.zh-CN.vtt (328.00 B)
09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
09. Maximum Value-z_eElEkVOPY.en.vtt (387.00 B)
09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
09. Maximum Value-z_eElEkVOPY.ja.vtt (304.00 B)
09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
10. Minimum-tiv8VKPL7jg.en.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

img (12 files)

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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
f4.gif (1.13 KB)
f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
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05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
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06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
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06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
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06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
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06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
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07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
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07. Moving Centers 2.html (9.07 KB)
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08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
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09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
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10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
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10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
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10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
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11. K-Means Clustering Visualization 2.html (7.83 KB)
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12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
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12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
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13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
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15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
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15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
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15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
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16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
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16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
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17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
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17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
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17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
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07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
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student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

screen-shot-2018-05-26-at-3.22.39-pm.png (346.74 KB)
screen-shot-2018-05-26-at-3.37.30-pm.png (192.09 KB)
screen-shot-2018-05-26-at-3.45.03-pm.png (351.54 KB)
screen-shot-2018-05-26-at-3.51.18-pm.png (198.22 KB)
screen-shot-2018-05-26-at-4.04.18-pm.png (111.86 KB)
screen-shot-2018-05-26-at-4.05.55-pm.png (104.63 KB)
screen-shot-2018-05-26-at-4.06.03-pm.png (109.97 KB)
screen-shot-2018-05-26-at-4.15.46-pm.png (113.47 KB)
screen-shot-2018-05-26-at-4.29.49-pm.png (160.71 KB)
screen-shot-2018-05-26-at-4.32.19-pm.png (152.53 KB)
screen-shot-2018-05-26-at-4.37.05-pm.png (126.82 KB)
screen-shot-2018-05-26-at-4.51.08-pm.png (313.39 KB)
screen-shot-2018-05-26-at-5.00.26-pm.png (135.65 KB)

Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
screen-shot-2017-03-17-at-5.25.16-pm.png (979.06 KB)
screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
screen-shot-2018-04-23-at-4.10.20-pm.png (716.56 KB)
screen-shot-2018-04-23-at-4.14.19-pm.png (395.38 KB)
stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
10. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
10. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
10. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
10. Text Processing.html (6.65 KB)
11. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
11. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
11. Feature Extraction.html (6.70 KB)
12. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
12. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
12. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
12. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
12. Modeling.html (6.24 KB)
index.html (4.86 KB)

css (5 files)

bootstrap.min.css (137.64 KB)
jquery.mCustomScrollbar.min.css (41.83 KB)
katex.min.css (21.56 KB)
plyr.css (23.62 KB)
styles.css (4.02 KB)

fonts (60 files)

KaTeX_AMS-Regular.ttf (69.75 KB)
KaTeX_AMS-Regular.woff (39.26 KB)
KaTeX_AMS-Regular.woff2 (32.43 KB)
KaTeX_Caligraphic-Bold.ttf (19.13 KB)
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KaTeX_Math-Italic.ttf (40.48 KB)
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KaTeX_SansSerif-Bold.ttf (33.23 KB)
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KaTeX_Typewriter-Regular.ttf (35.46 KB)
KaTeX_Typewriter-Regular.woff (20.43 KB)
KaTeX_Typewriter-Regular.woff2 (17.13 KB)

img (1 files)

udacimak.png (461.07 KB)

js (5 files)

bootstrap.min.js (49.85 KB)
jquery-3.3.1.min.js (84.89 KB)
jquery.mCustomScrollbar.concat.min.js (44.42 KB)
katex.min.js (231.26 KB)
plyr.polyfilled.min.js (126.16 KB)

Build a More Complete Trading Study Path

Use the Trading Courses category or the curated Trading Courses Cheap list to compare related programs. Check latest course updates before choosing your next module.

Recommended related courses

Udara Shehan – Alchemist FX
Uday Dave – Champion Day Trader
Ultimate Titan Trader

Independent learning resource: Udacity AI Trading Strategies program information.

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What Is Included in the Udacity – AI for Trading Course?

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Detected formats	VTT (3717), HTML (1554), MP4 (1240), PNG (281), GIF (124), TTF (20), WOFF (20)	Shows the mix of lessons and supporting resources.
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What You Will Study

Market mechanics and data processing
Momentum, breakout and mean-reversion research
Portfolio optimization and factor models
NLP, neural networks and financial data

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Complete Udacity – AI for Trading Course Index

Open each section to inspect the supplied filenames and listed sizes. The index is grouped into collapsible panels so a large curriculum remains easy to scan.

Root files (1 files)

index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
screen-shot-2018-08-20-at-4.07.31-pm.png (282.00 KB)
screen-shot-2019-02-26-at-4.09.24-pm.png (104.90 KB)
screen-shot-2019-02-26-at-4.25.04-pm.png (20.85 KB)
talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
screen-shot-2018-11-07-at-10.23.07-pm.png (366.06 KB)
screen-shot-2018-11-07-at-9.55.40-pm.png (222.17 KB)
screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
screen-shot-2018-10-29-at-5.29.38-pm.png (104.85 KB)
screen-shot-2018-10-29-at-5.35.49-pm.png (255.40 KB)
screen-shot-2018-10-29-at-5.40.03-pm.png (389.40 KB)

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
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screen-shot-2018-10-29-at-2.48.16-pm.png (157.95 KB)
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Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
screen-shot-2018-10-29-at-3.28.20-pm.png (65.29 KB)
screen-shot-2018-10-29-at-3.36.06-pm.png (119.81 KB)
screen-shot-2018-10-29-at-3.55.55-pm.png (93.60 KB)
screen-shot-2018-10-29-at-4.03.59-pm.png (125.31 KB)
screen-shot-2018-10-29-at-4.09.18-pm.png (47.72 KB)
screen-shot-2018-10-29-at-4.11.07-pm.png (66.87 KB)
screen-shot-2018-10-29-at-4.12.27-pm.png (83.39 KB)
screen-shot-2018-10-29-at-4.20.49-pm.png (106.27 KB)
screen-shot-2018-10-29-at-4.27.07-pm.png (124.97 KB)
screen-shot-2018-10-29-at-4.34.30-pm.png (71.37 KB)
screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
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perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
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Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
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screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

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Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
03. Fair Coin-fSKL742j-zk.hr.vtt (155.00 B)
03. Fair Coin-fSKL742j-zk.it.vtt (178.00 B)
03. Fair Coin-fSKL742j-zk.ja.vtt (149.00 B)
03. Fair Coin-fSKL742j-zk.mp4 (797.83 KB)
03. Fair Coin-fSKL742j-zk.pt-BR.vtt (173.00 B)
03. Fair Coin-fSKL742j-zk.th.vtt (342.00 B)
03. Fair Coin-fSKL742j-zk.zh-CN.vtt (197.00 B)
03. Fair Coin.html (9.46 KB)
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt (591.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt (425.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt (417.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt (384.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt (444.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt (415.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.mp4 (2.63 MB)
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt (442.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt (578.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt (380.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt (265.00 B)
04. Loaded Coin 1-sNvQeSikRFY.en.vtt (217.00 B)
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt (210.00 B)
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt (213.00 B)
04. Loaded Coin 1-sNvQeSikRFY.it.vtt (212.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.mp4 (1.24 MB)
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.th.vtt (252.00 B)
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt (192.00 B)
04. Loaded Coin 1.html (9.76 KB)
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt (222.00 B)
05. Loaded Coin 2-Y7tnbth-gag.en.vtt (180.00 B)
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt (185.00 B)
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt (157.00 B)
05. Loaded Coin 2-Y7tnbth-gag.it.vtt (171.00 B)
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt (159.00 B)
05. Loaded Coin 2-Y7tnbth-gag.mp4 (805.43 KB)
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt (184.00 B)
05. Loaded Coin 2-Y7tnbth-gag.th.vtt (267.00 B)
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt (164.00 B)
05. Loaded Coin 2-dGffszQYzqc.ar.vtt (1.06 KB)
05. Loaded Coin 2-dGffszQYzqc.en.vtt (874.00 B)
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt (880.00 B)
05. Loaded Coin 2-dGffszQYzqc.hr.vtt (942.00 B)
05. Loaded Coin 2-dGffszQYzqc.it.vtt (915.00 B)
05. Loaded Coin 2-dGffszQYzqc.ja.vtt (762.00 B)
05. Loaded Coin 2-dGffszQYzqc.mp4 (3.36 MB)
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt (866.00 B)
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt (817.00 B)
05. Loaded Coin 2.html (9.44 KB)
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt (279.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt (231.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt (238.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt (261.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.mp4 (1.69 MB)
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt (265.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt (354.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt (228.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt (302.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt (260.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt (257.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt (289.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt (291.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt (247.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.mp4 (1.35 MB)
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt (249.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt (447.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt (248.00 B)
06. Loaded Coin 3.html (9.56 KB)
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt (838.00 B)
07. Complementary Outcomes-YseJqD-1oUg.en.vtt (682.00 B)
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt (671.00 B)
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt (640.00 B)
07. Complementary Outcomes-YseJqD-1oUg.it.vtt (697.00 B)
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt (669.00 B)
07. Complementary Outcomes-YseJqD-1oUg.mp4 (4.50 MB)
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt (695.00 B)
07. Complementary Outcomes-YseJqD-1oUg.th.vtt (1.22 KB)
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt (582.00 B)
07. Complementary Outcomes.html (7.85 KB)
08. Two Flips 1-1txkcmxk3vU.ar.vtt (2.19 KB)
08. Two Flips 1-1txkcmxk3vU.en.vtt (1.72 KB)
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt (1.79 KB)
08. Two Flips 1-1txkcmxk3vU.hr.vtt (1.68 KB)
08. Two Flips 1-1txkcmxk3vU.it.vtt (1.87 KB)
08. Two Flips 1-1txkcmxk3vU.ja.vtt (1.62 KB)
08. Two Flips 1-1txkcmxk3vU.mp4 (4.01 MB)
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt (1.91 KB)
08. Two Flips 1-1txkcmxk3vU.th.vtt (3.35 KB)
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt (1.45 KB)
08. Two Flips 1-yUIz7SgUwJg.ar.vtt (663.00 B)
08. Two Flips 1-yUIz7SgUwJg.en.vtt (495.00 B)
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt (535.00 B)
08. Two Flips 1-yUIz7SgUwJg.hr.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.it.vtt (552.00 B)
08. Two Flips 1-yUIz7SgUwJg.ja.vtt (532.00 B)
08. Two Flips 1-yUIz7SgUwJg.mp4 (3.42 MB)
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.th.vtt (1021.00 B)
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt (516.00 B)
08. Two Flips 1.html (9.50 KB)
09. Two Flips 2-pT0FXiH_5nI.ar.vtt (207.00 B)
09. Two Flips 2-pT0FXiH_5nI.en.vtt (198.00 B)
09. Two Flips 2-pT0FXiH_5nI.hr.vtt (204.00 B)
09. Two Flips 2-pT0FXiH_5nI.it.vtt (213.00 B)
09. Two Flips 2-pT0FXiH_5nI.ja.vtt (194.00 B)
09. Two Flips 2-pT0FXiH_5nI.mp4 (312.59 KB)
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt (186.00 B)
09. Two Flips 2-pT0FXiH_5nI.th.vtt (603.00 B)
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt (196.00 B)
09. Two Flips 2-uhrL5fatt3E.ar.vtt (1.18 KB)
09. Two Flips 2-uhrL5fatt3E.en.vtt (883.00 B)
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt (948.00 B)
09. Two Flips 2-uhrL5fatt3E.hr.vtt (854.00 B)
09. Two Flips 2-uhrL5fatt3E.it.vtt (945.00 B)
09. Two Flips 2-uhrL5fatt3E.ja.vtt (887.00 B)
09. Two Flips 2-uhrL5fatt3E.mp4 (3.00 MB)
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt (988.00 B)
09. Two Flips 2-uhrL5fatt3E.th.vtt (1.60 KB)
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt (787.00 B)
09. Two Flips 2.html (9.39 KB)
10. Two Flips 3-3NSPqjp6pFY.ar.vtt (547.00 B)
10. Two Flips 3-3NSPqjp6pFY.en.vtt (432.00 B)
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt (473.00 B)
10. Two Flips 3-3NSPqjp6pFY.hr.vtt (469.00 B)
10. Two Flips 3-3NSPqjp6pFY.it.vtt (435.00 B)
10. Two Flips 3-3NSPqjp6pFY.ja.vtt (397.00 B)
10. Two Flips 3-3NSPqjp6pFY.mp4 (1.12 MB)
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt (496.00 B)
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt (379.00 B)
10. Two Flips 3-uimwo-puQWY.ar.vtt (254.00 B)
10. Two Flips 3-uimwo-puQWY.en.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.hr.vtt (197.00 B)
10. Two Flips 3-uimwo-puQWY.it.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.ja.vtt (194.00 B)
10. Two Flips 3-uimwo-puQWY.mp4 (920.84 KB)
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt (219.00 B)
10. Two Flips 3-uimwo-puQWY.th.vtt (359.00 B)
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt (177.00 B)
10. Two Flips 3.html (10.16 KB)
11. Two Flips 4-bNoS6LQEFrI.ar.vtt (900.00 B)
11. Two Flips 4-bNoS6LQEFrI.en.vtt (715.00 B)
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt (748.00 B)
11. Two Flips 4-bNoS6LQEFrI.hr.vtt (690.00 B)
11. Two Flips 4-bNoS6LQEFrI.it.vtt (742.00 B)
11. Two Flips 4-bNoS6LQEFrI.ja.vtt (623.00 B)
11. Two Flips 4-bNoS6LQEFrI.mp4 (2.98 MB)
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt (728.00 B)
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt (658.00 B)
11. Two Flips 4-rRPwknIDuI0.ar.vtt (303.00 B)
11. Two Flips 4-rRPwknIDuI0.en.vtt (247.00 B)
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt (252.00 B)
11. Two Flips 4-rRPwknIDuI0.hr.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.it.vtt (248.00 B)
11. Two Flips 4-rRPwknIDuI0.ja.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.mp4 (663.40 KB)
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt (209.00 B)
11. Two Flips 4-rRPwknIDuI0.th.vtt (423.00 B)
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt (228.00 B)
11. Two Flips 4.html (9.40 KB)
12. Two Flips 5-G28YyiGFGWA.ar.vtt (437.00 B)
12. Two Flips 5-G28YyiGFGWA.en.vtt (349.00 B)
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt (366.00 B)
12. Two Flips 5-G28YyiGFGWA.hr.vtt (383.00 B)
12. Two Flips 5-G28YyiGFGWA.it.vtt (382.00 B)
12. Two Flips 5-G28YyiGFGWA.ja.vtt (370.00 B)
12. Two Flips 5-G28YyiGFGWA.mp4 (2.15 MB)
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt (377.00 B)
12. Two Flips 5-G28YyiGFGWA.th.vtt (654.00 B)
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt (348.00 B)
12. Two Flips 5-HB8b7sZQFGs.ar.vtt (650.00 B)
12. Two Flips 5-HB8b7sZQFGs.en.vtt (549.00 B)
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt (566.00 B)
12. Two Flips 5-HB8b7sZQFGs.hr.vtt (575.00 B)
12. Two Flips 5-HB8b7sZQFGs.it.vtt (598.00 B)
12. Two Flips 5-HB8b7sZQFGs.ja.vtt (527.00 B)
12. Two Flips 5-HB8b7sZQFGs.mp4 (990.87 KB)
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt (516.00 B)
12. Two Flips 5-HB8b7sZQFGs.th.vtt (729.00 B)
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt (558.00 B)
12. Two Flips 5.html (9.50 KB)
13. One Head 1-T4A5uyqesjo.ar.vtt (845.00 B)
13. One Head 1-T4A5uyqesjo.en.vtt (617.00 B)
13. One Head 1-T4A5uyqesjo.es-ES.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.hr.vtt (599.00 B)
13. One Head 1-T4A5uyqesjo.it.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.ja.vtt (597.00 B)
13. One Head 1-T4A5uyqesjo.mp4 (1.51 MB)
13. One Head 1-T4A5uyqesjo.pt-BR.vtt (705.00 B)
13. One Head 1-T4A5uyqesjo.th.vtt (1.08 KB)
13. One Head 1-T4A5uyqesjo.zh-CN.vtt (577.00 B)
13. One Head 1-lHuZpDkfwq8.ar.vtt (717.00 B)
13. One Head 1-lHuZpDkfwq8.en.vtt (553.00 B)
13. One Head 1-lHuZpDkfwq8.es-ES.vtt (575.00 B)
13. One Head 1-lHuZpDkfwq8.hr.vtt (539.00 B)
13. One Head 1-lHuZpDkfwq8.it.vtt (618.00 B)
13. One Head 1-lHuZpDkfwq8.ja.vtt (584.00 B)
13. One Head 1-lHuZpDkfwq8.mp4 (3.66 MB)
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt (642.00 B)
13. One Head 1-lHuZpDkfwq8.th.vtt (970.00 B)
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt (507.00 B)
13. One Head 1.html (9.48 KB)
14. One Head 2-64EjAbqrtmo.ar.vtt (640.00 B)
14. One Head 2-64EjAbqrtmo.en.vtt (508.00 B)
14. One Head 2-64EjAbqrtmo.es-ES.vtt (480.00 B)
14. One Head 2-64EjAbqrtmo.hr.vtt (453.00 B)
14. One Head 2-64EjAbqrtmo.it.vtt (504.00 B)
14. One Head 2-64EjAbqrtmo.ja.vtt (417.00 B)
14. One Head 2-64EjAbqrtmo.mp4 (1.04 MB)
14. One Head 2-64EjAbqrtmo.pt-BR.vtt (547.00 B)
14. One Head 2-64EjAbqrtmo.th.vtt (1015.00 B)
14. One Head 2-64EjAbqrtmo.zh-CN.vtt (423.00 B)
14. One Head 2-JHx3ucNS9f4.ar.vtt (445.00 B)
14. One Head 2-JHx3ucNS9f4.en.vtt (342.00 B)
14. One Head 2-JHx3ucNS9f4.es-ES.vtt (393.00 B)
14. One Head 2-JHx3ucNS9f4.hr.vtt (312.00 B)
14. One Head 2-JHx3ucNS9f4.it.vtt (375.00 B)
14. One Head 2-JHx3ucNS9f4.ja.vtt (357.00 B)
14. One Head 2-JHx3ucNS9f4.mp4 (2.26 MB)
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt (354.00 B)
14. One Head 2-JHx3ucNS9f4.th.vtt (677.00 B)
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt (323.00 B)
14. One Head 2.html (10.37 KB)
15. One Of Three 1-bDCXSxkochE.ar.vtt (1.50 KB)
15. One Of Three 1-bDCXSxkochE.en.vtt (1.15 KB)
15. One Of Three 1-bDCXSxkochE.es-ES.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.hr.vtt (1.12 KB)
15. One Of Three 1-bDCXSxkochE.it.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.ja.vtt (1.13 KB)
15. One Of Three 1-bDCXSxkochE.mp4 (9.02 MB)
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt (1.35 KB)
15. One Of Three 1-bDCXSxkochE.th.vtt (2.73 KB)
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt (964.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt (411.00 B)
15. One Of Three 1-rxfHfjy9Mm4.en.vtt (307.00 B)
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt (318.00 B)
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt (305.00 B)
15. One Of Three 1-rxfHfjy9Mm4.it.vtt (315.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt (301.00 B)
15. One Of Three 1-rxfHfjy9Mm4.mp4 (2.08 MB)
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt (335.00 B)
15. One Of Three 1-rxfHfjy9Mm4.th.vtt (772.00 B)
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt (280.00 B)
15. One Of Three 1.html (9.58 KB)
16. One Of Three 2-27Ed1GI4j84.ar.vtt (1.26 KB)
16. One Of Three 2-27Ed1GI4j84.en.vtt (964.00 B)
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt (967.00 B)
16. One Of Three 2-27Ed1GI4j84.hr.vtt (925.00 B)
16. One Of Three 2-27Ed1GI4j84.it.vtt (969.00 B)
16. One Of Three 2-27Ed1GI4j84.ja.vtt (949.00 B)
16. One Of Three 2-27Ed1GI4j84.mp4 (11.22 MB)
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt (1.29 KB)
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt (908.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt (1.22 KB)
16. One Of Three 2-gGgqTGZ9TKg.en.vtt (997.00 B)
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt (971.00 B)
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt (956.00 B)
16. One Of Three 2-gGgqTGZ9TKg.it.vtt (994.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt (952.00 B)
16. One Of Three 2-gGgqTGZ9TKg.mp4 (5.49 MB)
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt (1.01 KB)
16. One Of Three 2-gGgqTGZ9TKg.th.vtt (2.00 KB)
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt (912.00 B)
16. One Of Three 2.html (9.46 KB)
17. Even Roll-DrnAR4SqlEE.ar.vtt (1.05 KB)
17. Even Roll-DrnAR4SqlEE.en.vtt (826.00 B)
17. Even Roll-DrnAR4SqlEE.es-ES.vtt (850.00 B)
17. Even Roll-DrnAR4SqlEE.hr.vtt (792.00 B)
17. Even Roll-DrnAR4SqlEE.it.vtt (866.00 B)
17. Even Roll-DrnAR4SqlEE.ja.vtt (872.00 B)
17. Even Roll-DrnAR4SqlEE.mp4 (5.70 MB)
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt (914.00 B)
17. Even Roll-DrnAR4SqlEE.th.vtt (1.69 KB)
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt (676.00 B)
17. Even Roll-M3L0a5V4Nf0.ar.vtt (684.00 B)
17. Even Roll-M3L0a5V4Nf0.en.vtt (558.00 B)
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt (611.00 B)
17. Even Roll-M3L0a5V4Nf0.hr.vtt (517.00 B)
17. Even Roll-M3L0a5V4Nf0.it.vtt (571.00 B)
17. Even Roll-M3L0a5V4Nf0.ja.vtt (596.00 B)
17. Even Roll-M3L0a5V4Nf0.mp4 (3.94 MB)
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt (597.00 B)
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt (538.00 B)
17. Even Roll.html (9.51 KB)
18. Doubles-On_Guw8wac8.ar.vtt (765.00 B)
18. Doubles-On_Guw8wac8.en.vtt (569.00 B)
18. Doubles-On_Guw8wac8.es-ES.vtt (608.00 B)
18. Doubles-On_Guw8wac8.hr.vtt (565.00 B)
18. Doubles-On_Guw8wac8.it.vtt (625.00 B)
18. Doubles-On_Guw8wac8.ja.vtt (594.00 B)
18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt (233.00 B)
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt (256.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt (180.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt (1.06 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt (898.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt (319.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt (238.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt (242.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt (247.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt (1.71 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt (256.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt (304.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt (908.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt (900.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt (923.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
08. Formula-DTdS-LlMTQ0.en.vtt (931.00 B)
08. Formula-DTdS-LlMTQ0.es-ES.vtt (948.00 B)
08. Formula-DTdS-LlMTQ0.ja.vtt (984.00 B)
08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
08. Formula-DTdS-LlMTQ0.pt-BR.vtt (1.19 KB)
08. Formula-DTdS-LlMTQ0.zh-CN.vtt (695.00 B)
08. Formula-yTr8zCHdo5M.ar.vtt (334.00 B)
08. Formula-yTr8zCHdo5M.en.vtt (240.00 B)
08. Formula-yTr8zCHdo5M.es-ES.vtt (236.00 B)
08. Formula-yTr8zCHdo5M.ja.vtt (217.00 B)
08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
09. Arrangements-GeINbOOYkF8.ar.vtt (2.27 KB)
09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
09. Arrangements-GeINbOOYkF8.ja.vtt (1.70 KB)
09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
09. Arrangements-NRPcnpmFCg8.en.vtt (453.00 B)
09. Arrangements-NRPcnpmFCg8.es-ES.vtt (493.00 B)
09. Arrangements-NRPcnpmFCg8.ja.vtt (473.00 B)
09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
10. Binomial 1-07vOaYwecII.en.vtt (856.00 B)
10. Binomial 1-07vOaYwecII.es-ES.vtt (870.00 B)
10. Binomial 1-07vOaYwecII.ja.vtt (828.00 B)
10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
10. Binomial 1-07vOaYwecII.pt-BR.vtt (974.00 B)
10. Binomial 1-07vOaYwecII.zh-CN.vtt (689.00 B)
10. Binomial 1-RBfFHxEjsIU.ar.vtt (533.00 B)
10. Binomial 1-RBfFHxEjsIU.en.vtt (399.00 B)
10. Binomial 1-RBfFHxEjsIU.es-ES.vtt (424.00 B)
10. Binomial 1-RBfFHxEjsIU.ja.vtt (301.00 B)
10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt (427.00 B)
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt (389.00 B)
10. Binomial 1.html (8.71 KB)
11. Binomial 2-Uy7b3aMPnEY.ar.vtt (202.00 B)
11. Binomial 2-Uy7b3aMPnEY.en.vtt (165.00 B)
11. Binomial 2-Uy7b3aMPnEY.es-ES.vtt (170.00 B)
11. Binomial 2-Uy7b3aMPnEY.ja.vtt (190.00 B)
11. Binomial 2-Uy7b3aMPnEY.mp4 (1.86 MB)
11. Binomial 2-Uy7b3aMPnEY.pt-BR.vtt (284.00 B)
11. Binomial 2-Uy7b3aMPnEY.zh-CN.vtt (150.00 B)
11. Binomial 2-d4LWnxyvrTQ.ar.vtt (265.00 B)
11. Binomial 2-d4LWnxyvrTQ.en.vtt (222.00 B)
11. Binomial 2-d4LWnxyvrTQ.es-ES.vtt (238.00 B)
11. Binomial 2-d4LWnxyvrTQ.ja.vtt (197.00 B)
11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt (246.00 B)
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt (170.00 B)
11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
12. Binomial 3-Jp2xJOtNQZ0.en.vtt (628.00 B)
12. Binomial 3-Jp2xJOtNQZ0.es-ES.vtt (665.00 B)
12. Binomial 3-Jp2xJOtNQZ0.ja.vtt (572.00 B)
12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
12. Binomial 3-Jp2xJOtNQZ0.pt-BR.vtt (694.00 B)
12. Binomial 3-Jp2xJOtNQZ0.zh-CN.vtt (554.00 B)
12. Binomial 3-YIELbuet-ZE.ar.vtt (1.85 KB)
12. Binomial 3-YIELbuet-ZE.en.vtt (1.27 KB)
12. Binomial 3-YIELbuet-ZE.es-ES.vtt (1.27 KB)
12. Binomial 3-YIELbuet-ZE.ja.vtt (1.15 KB)
12. Binomial 3-YIELbuet-ZE.mp4 (7.14 MB)
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
12. Binomial 3-YIELbuet-ZE.zh-CN.vtt (1010.00 B)
12. Binomial 3.html (8.54 KB)
13. Binomial 4-lPrKmvckG4E.ar.vtt (1.39 KB)
13. Binomial 4-lPrKmvckG4E.en.vtt (1.12 KB)
13. Binomial 4-lPrKmvckG4E.es-ES.vtt (1.11 KB)
13. Binomial 4-lPrKmvckG4E.ja.vtt (1.08 KB)
13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt (1.48 KB)
13. Binomial 4-lPrKmvckG4E.zh-CN.vtt (920.00 B)
13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
13. Binomial 4-mvJUNYfHngY.en.vtt (479.00 B)
13. Binomial 4-mvJUNYfHngY.es-ES.vtt (502.00 B)
13. Binomial 4-mvJUNYfHngY.ja.vtt (403.00 B)
13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt (500.00 B)
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt (321.00 B)
13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
14. Binomial 5-8jcCGD986jk.en.vtt (342.00 B)
14. Binomial 5-8jcCGD986jk.es-ES.vtt (355.00 B)
14. Binomial 5-8jcCGD986jk.ja.vtt (371.00 B)
14. Binomial 5-8jcCGD986jk.mp4 (2.51 MB)
14. Binomial 5-8jcCGD986jk.pt-BR.vtt (473.00 B)
14. Binomial 5-8jcCGD986jk.zh-CN.vtt (311.00 B)
14. Binomial 5-yof0QiP2mzk.ar.vtt (303.00 B)
14. Binomial 5-yof0QiP2mzk.en.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.es-ES.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.ja.vtt (212.00 B)
14. Binomial 5-yof0QiP2mzk.mp4 (1.01 MB)
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
14. Binomial 5-yof0QiP2mzk.zh-CN.vtt (195.00 B)
14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
15. Binomial 6-CQHRYIU6v9Q.en.vtt (340.00 B)
15. Binomial 6-CQHRYIU6v9Q.es-ES.vtt (327.00 B)
15. Binomial 6-CQHRYIU6v9Q.ja.vtt (298.00 B)
15. Binomial 6-CQHRYIU6v9Q.mp4 (1.73 MB)
15. Binomial 6-CQHRYIU6v9Q.pt-BR.vtt (401.00 B)
15. Binomial 6-CQHRYIU6v9Q.zh-CN.vtt (281.00 B)
15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
15. Binomial 6-n_OrWrZ8tKY.en.vtt (540.00 B)
15. Binomial 6-n_OrWrZ8tKY.es-ES.vtt (538.00 B)
15. Binomial 6-n_OrWrZ8tKY.ja.vtt (531.00 B)
15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt (691.00 B)
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt (125.00 B)
02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
02. Medical Example 1-mFfbts1lAEo.en.vtt (427.00 B)
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt (466.00 B)
02. Medical Example 1-mFfbts1lAEo.it.vtt (422.00 B)
02. Medical Example 1-mFfbts1lAEo.ja.vtt (444.00 B)
02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
03. Medical Example 2-FV_hc3MzS_8.en.vtt (2.84 KB)
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt (2.99 KB)
03. Medical Example 2-FV_hc3MzS_8.it.vtt (3.02 KB)
03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
03. Medical Example 2-VLLG0rYC7To.en.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt (406.00 B)
03. Medical Example 2-VLLG0rYC7To.it.vtt (409.00 B)
03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt (1.21 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt (1003.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt (1010.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt (1.05 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt (1.81 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt (279.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt (301.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt (289.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
05. Medical Example 4-pL8Bf6tck_A.en.vtt (310.00 B)
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt (332.00 B)
05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
05. Medical Example 4-udduksMWMB4.en.vtt (354.00 B)
05. Medical Example 4-udduksMWMB4.es-ES.vtt (360.00 B)
05. Medical Example 4-udduksMWMB4.it.vtt (359.00 B)
05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
06. Medical Example 5-fqt7NIvMB0s.en.vtt (128.00 B)
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
06. Medical Example 5-fqt7NIvMB0s.it.vtt (127.00 B)
06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
06. Medical Example 5-ys9w-NNKCcU.en.vtt (349.00 B)
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
06. Medical Example 5-ys9w-NNKCcU.it.vtt (341.00 B)
06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
07. Medical Example 6–lC9xztr4zA.en.vtt (433.00 B)
07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
07. Medical Example 6–lC9xztr4zA.it.vtt (414.00 B)
07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
07. Medical Example 6-iyE5h48qPFQ.en.vtt (169.00 B)
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt (166.00 B)
07. Medical Example 6-iyE5h48qPFQ.it.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.ja.vtt (141.00 B)
07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.th.vtt (305.00 B)
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt (163.00 B)
07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
08. Medical Example 7-cw_zgQbAWNU.en.vtt (167.00 B)
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
08. Medical Example 7-cw_zgQbAWNU.it.vtt (171.00 B)
08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
09. Medical Example 8-7k5oAaZamCA.en.vtt (416.00 B)
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt (380.00 B)
09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
09. Medical Example 8-btGdX0ZpkNU.en.vtt (704.00 B)
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt (728.00 B)
09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
09. Medical Example 8-btGdX0ZpkNU.th.vtt (1.17 KB)
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
10. Total Probability-YSYpzFR4k1I.en.vtt (1.90 KB)
10. Total Probability-YSYpzFR4k1I.es-ES.vtt (1.98 KB)
10. Total Probability-YSYpzFR4k1I.it.vtt (1.99 KB)
10. Total Probability-YSYpzFR4k1I.ja.vtt (1.59 KB)
10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt (1.80 KB)
10. Total Probability-YSYpzFR4k1I.th.vtt (3.38 KB)
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt (1.75 KB)
10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
11. Two Coins 1-QIQBb4nLsHc.en.vtt (655.00 B)
11. Two Coins 1-QIQBb4nLsHc.es-ES.vtt (729.00 B)
11. Two Coins 1-QIQBb4nLsHc.it.vtt (702.00 B)
11. Two Coins 1-QIQBb4nLsHc.ja.vtt (717.00 B)
11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt (688.00 B)
11. Two Coins 1-QIQBb4nLsHc.th.vtt (1.54 KB)
11. Two Coins 1-QIQBb4nLsHc.zh-CN.vtt (616.00 B)
11. Two Coins 1-SYnYIjLpbjE.ar.vtt (286.00 B)
11. Two Coins 1-SYnYIjLpbjE.en.vtt (245.00 B)
11. Two Coins 1-SYnYIjLpbjE.es-ES.vtt (258.00 B)
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11. Two Coins 1-SYnYIjLpbjE.ja.vtt (237.00 B)
11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt (285.00 B)
11. Two Coins 1-SYnYIjLpbjE.th.vtt (415.00 B)
11. Two Coins 1-SYnYIjLpbjE.zh-CN.vtt (244.00 B)
11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
12. Two Coins 2-hoVOT8qcQ7c.en.vtt (1.61 KB)
12. Two Coins 2-hoVOT8qcQ7c.es-ES.vtt (1.72 KB)
12. Two Coins 2-hoVOT8qcQ7c.it.vtt (1.76 KB)
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt (1.68 KB)
12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
12. Two Coins 2-hoVOT8qcQ7c.th.vtt (3.25 KB)
12. Two Coins 2-hoVOT8qcQ7c.zh-CN.vtt (1.55 KB)
12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)
12. Two Coins 2-tI0J14yQr1s.en.vtt (798.00 B)
12. Two Coins 2-tI0J14yQr1s.es-ES.vtt (837.00 B)
12. Two Coins 2-tI0J14yQr1s.it.vtt (832.00 B)
12. Two Coins 2-tI0J14yQr1s.ja.vtt (819.00 B)
12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)
12. Two Coins 2-tI0J14yQr1s.th.vtt (1.64 KB)
12. Two Coins 2-tI0J14yQr1s.zh-CN.vtt (713.00 B)
12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
13. Two Coins 3-GO6kbL3QRBE.en.vtt (1.03 KB)
13. Two Coins 3-GO6kbL3QRBE.es-ES.vtt (1.11 KB)
13. Two Coins 3-GO6kbL3QRBE.it.vtt (1.12 KB)
13. Two Coins 3-GO6kbL3QRBE.ja.vtt (841.00 B)
13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt (1004.00 B)
13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
13. Two Coins 3-JIWv5fU3GLA.en.vtt (2.02 KB)
13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt (2.10 KB)
13. Two Coins 3-JIWv5fU3GLA.it.vtt (2.11 KB)
13. Two Coins 3-JIWv5fU3GLA.ja.vtt (1.85 KB)
13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
13. Two Coins 3-JIWv5fU3GLA.th.vtt (3.52 KB)
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt (845.00 B)
14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
02. Cancer Test-CNpSrdnYvbo.en.vtt (3.25 KB)
02. Cancer Test-CNpSrdnYvbo.es-ES.vtt (3.44 KB)
02. Cancer Test-CNpSrdnYvbo.it.vtt (3.45 KB)
02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
02. Cancer Test-FnNveASivMA.en.vtt (1.05 KB)
02. Cancer Test-FnNveASivMA.es-ES.vtt (1.07 KB)
02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
02. Cancer Test-FnNveASivMA.ja.vtt (1018.00 B)
02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
03. Prior And Posterior-GlmS_jox08s.en.vtt (351.00 B)
03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
03. Prior And Posterior-o2Tpws5C2Eg.en.vtt (3.28 KB)
03. Prior And Posterior-o2Tpws5C2Eg.es-ES.vtt (3.41 KB)
03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
04. Normalizing 1-9SbUxcyDTaQ.it.vtt (372.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt (353.00 B)
04. Normalizing 1-9SbUxcyDTaQ.mp4 (2.23 MB)
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt (418.00 B)
04. Normalizing 1-9SbUxcyDTaQ.th.vtt (700.00 B)
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt (303.00 B)
04. Normalizing 1.html (11.16 KB)
05. Normalizing 2–pOzdj6pnbA.ar.vtt (95.00 B)
05. Normalizing 2–pOzdj6pnbA.en.vtt (89.00 B)
05. Normalizing 2–pOzdj6pnbA.es-ES.vtt (109.00 B)
05. Normalizing 2–pOzdj6pnbA.it.vtt (90.00 B)
05. Normalizing 2–pOzdj6pnbA.ja.vtt (91.00 B)
05. Normalizing 2–pOzdj6pnbA.mp4 (671.97 KB)
05. Normalizing 2–pOzdj6pnbA.pt-BR.vtt (92.00 B)
05. Normalizing 2–pOzdj6pnbA.th.vtt (108.00 B)
05. Normalizing 2–pOzdj6pnbA.zh-CN.vtt (87.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt (903.00 B)
05. Normalizing 2-WYA5Zbf8HC4.en.vtt (646.00 B)
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt (681.00 B)
05. Normalizing 2-WYA5Zbf8HC4.it.vtt (712.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt (618.00 B)
05. Normalizing 2-WYA5Zbf8HC4.mp4 (4.26 MB)
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt (769.00 B)
05. Normalizing 2-WYA5Zbf8HC4.th.vtt (1.09 KB)
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt (553.00 B)
05. Normalizing 2.html (11.17 KB)
06. Normalizing 3-V96RcbbVP7Q.ar.vtt (283.00 B)
06. Normalizing 3-V96RcbbVP7Q.en.vtt (219.00 B)
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt (234.00 B)
06. Normalizing 3-V96RcbbVP7Q.it.vtt (231.00 B)
06. Normalizing 3-V96RcbbVP7Q.ja.vtt (199.00 B)
06. Normalizing 3-V96RcbbVP7Q.mp4 (1.22 MB)
06. Normalizing 3-V96RcbbVP7Q.pt-BR.vtt (253.00 B)
06. Normalizing 3-V96RcbbVP7Q.th.vtt (339.00 B)
06. Normalizing 3-V96RcbbVP7Q.zh-CN.vtt (198.00 B)
06. Normalizing 3-etrUbOAoh1U.ar.vtt (110.00 B)
06. Normalizing 3-etrUbOAoh1U.en.vtt (103.00 B)
06. Normalizing 3-etrUbOAoh1U.es-ES.vtt (109.00 B)
06. Normalizing 3-etrUbOAoh1U.it.vtt (96.00 B)
06. Normalizing 3-etrUbOAoh1U.ja.vtt (94.00 B)
06. Normalizing 3-etrUbOAoh1U.mp4 (650.53 KB)
06. Normalizing 3-etrUbOAoh1U.pt-BR.vtt (108.00 B)
06. Normalizing 3-etrUbOAoh1U.th.vtt (135.00 B)
06. Normalizing 3-etrUbOAoh1U.zh-CN.vtt (90.00 B)
06. Normalizing 3.html (11.17 KB)
07. Total Probability-_hXCgF-aMB0.ar.vtt (176.00 B)
07. Total Probability-_hXCgF-aMB0.en.vtt (140.00 B)
07. Total Probability-_hXCgF-aMB0.es-ES.vtt (143.00 B)
07. Total Probability-_hXCgF-aMB0.it.vtt (129.00 B)
07. Total Probability-_hXCgF-aMB0.ja.vtt (142.00 B)
07. Total Probability-_hXCgF-aMB0.mp4 (672.27 KB)
07. Total Probability-_hXCgF-aMB0.pt-BR.vtt (164.00 B)
07. Total Probability-_hXCgF-aMB0.th.vtt (240.00 B)
07. Total Probability-_hXCgF-aMB0.zh-CN.vtt (127.00 B)
07. Total Probability-fAaE5K9OZJc.ar.vtt (404.00 B)
07. Total Probability-fAaE5K9OZJc.en.vtt (313.00 B)
07. Total Probability-fAaE5K9OZJc.es-ES.vtt (333.00 B)
07. Total Probability-fAaE5K9OZJc.it.vtt (324.00 B)
07. Total Probability-fAaE5K9OZJc.ja.vtt (345.00 B)
07. Total Probability-fAaE5K9OZJc.mp4 (2.08 MB)
07. Total Probability-fAaE5K9OZJc.pt-BR.vtt (391.00 B)
07. Total Probability-fAaE5K9OZJc.th.vtt (579.00 B)
07. Total Probability-fAaE5K9OZJc.zh-CN.vtt (297.00 B)
07. Total Probability.html (11.26 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ar.vtt (2.42 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.en.vtt (1.92 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.es-ES.vtt (1.95 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.it.vtt (2.09 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ja.vtt (1.98 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4 (12.52 MB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.pt-BR.vtt (2.17 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.th.vtt (3.48 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.zh-CN.vtt (1.70 KB)
08. Bayes Rule Diagram.html (9.52 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ar.vtt (1.44 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en-GB.vtt (1.93 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en.vtt (1.14 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.es-ES.vtt (1.18 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.it.vtt (1.21 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ja.vtt (1.08 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.mp4 (7.38 MB)
09. Equivalent Diagram-aUFWZ2uJuBE.pt-BR.vtt (1.30 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.zh-CN.vtt (1014.00 B)
09. Equivalent Diagram.html (9.81 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.ar.vtt (190.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.en.vtt (152.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.es-ES.vtt (165.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.it.vtt (174.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.ja.vtt (155.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.mp4 (479.60 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.pt-BR.vtt (216.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.zh-CN.vtt (158.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ar.vtt (615.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en-GB.vtt (868.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en.vtt (455.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.es-ES.vtt (471.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.it.vtt (456.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ja.vtt (420.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.mp4 (2.85 MB)
10. Cancer Probabilities-CMQBKuYjPBM.pt-BR.vtt (523.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.zh-CN.vtt (408.00 B)
10. Cancer Probabilities.html (11.80 KB)
11. Probability Given Test-41HCYR-NW-w.ar.vtt (524.00 B)
11. Probability Given Test-41HCYR-NW-w.en.vtt (370.00 B)
11. Probability Given Test-41HCYR-NW-w.es-ES.vtt (412.00 B)
11. Probability Given Test-41HCYR-NW-w.ja.vtt (350.00 B)
11. Probability Given Test-41HCYR-NW-w.mp4 (2.56 MB)
11. Probability Given Test-41HCYR-NW-w.pt-BR.vtt (501.00 B)
11. Probability Given Test-41HCYR-NW-w.zh-CN.vtt (298.00 B)
11. Probability Given Test-omC0zbJyzUY.ar.vtt (1000.00 B)
11. Probability Given Test-omC0zbJyzUY.en.vtt (790.00 B)
11. Probability Given Test-omC0zbJyzUY.es-ES.vtt (757.00 B)
11. Probability Given Test-omC0zbJyzUY.ja.vtt (716.00 B)
11. Probability Given Test-omC0zbJyzUY.mp4 (6.72 MB)
11. Probability Given Test-omC0zbJyzUY.pt-BR.vtt (899.00 B)
11. Probability Given Test-omC0zbJyzUY.zh-CN.vtt (609.00 B)
11. Probability Given Test.html (11.19 KB)
12. Normalizer-G9yQ_URDrDQ.ar.vtt (144.00 B)
12. Normalizer-G9yQ_URDrDQ.en.vtt (129.00 B)
12. Normalizer-G9yQ_URDrDQ.es-ES.vtt (138.00 B)
12. Normalizer-G9yQ_URDrDQ.ja.vtt (132.00 B)
12. Normalizer-G9yQ_URDrDQ.mp4 (603.29 KB)
12. Normalizer-G9yQ_URDrDQ.pt-BR.vtt (125.00 B)
12. Normalizer-G9yQ_URDrDQ.zh-CN.vtt (129.00 B)
12. Normalizer-W5i-gRAvZxs.ar.vtt (163.00 B)
12. Normalizer-W5i-gRAvZxs.en.vtt (136.00 B)
12. Normalizer-W5i-gRAvZxs.es-ES.vtt (140.00 B)
12. Normalizer-W5i-gRAvZxs.ja.vtt (134.00 B)
12. Normalizer-W5i-gRAvZxs.mp4 (754.47 KB)
12. Normalizer-W5i-gRAvZxs.pt-BR.vtt (162.00 B)
12. Normalizer-W5i-gRAvZxs.zh-CN.vtt (123.00 B)
12. Normalizer.html (10.69 KB)
13. Normalizing Probability-V_Gqm42WodI.ar.vtt (481.00 B)
13. Normalizing Probability-V_Gqm42WodI.en.vtt (353.00 B)
13. Normalizing Probability-V_Gqm42WodI.es-ES.vtt (390.00 B)
13. Normalizing Probability-V_Gqm42WodI.ja.vtt (332.00 B)
13. Normalizing Probability-V_Gqm42WodI.mp4 (2.17 MB)
13. Normalizing Probability-V_Gqm42WodI.pt-BR.vtt (440.00 B)
13. Normalizing Probability-V_Gqm42WodI.th.vtt (717.00 B)
13. Normalizing Probability-V_Gqm42WodI.zh-CN.vtt (320.00 B)
13. Normalizing Probability-yYqN9Mf4jqw.ar.vtt (1.59 KB)
13. Normalizing Probability-yYqN9Mf4jqw.en.vtt (1.11 KB)
13. Normalizing Probability-yYqN9Mf4jqw.es-ES.vtt (1.23 KB)
13. Normalizing Probability-yYqN9Mf4jqw.ja.vtt (1.16 KB)
13. Normalizing Probability-yYqN9Mf4jqw.mp4 (9.25 MB)
13. Normalizing Probability-yYqN9Mf4jqw.pt-BR.vtt (1.35 KB)
13. Normalizing Probability-yYqN9Mf4jqw.th.vtt (2.05 KB)
13. Normalizing Probability-yYqN9Mf4jqw.zh-CN.vtt (962.00 B)
13. Normalizing Probability.html (11.65 KB)
14. Disease Test 1-05upwXtARuo.ar.vtt (829.00 B)
14. Disease Test 1-05upwXtARuo.en.vtt (633.00 B)
14. Disease Test 1-05upwXtARuo.es-ES.vtt (679.00 B)
14. Disease Test 1-05upwXtARuo.ja.vtt (621.00 B)
14. Disease Test 1-05upwXtARuo.mp4 (2.81 MB)
14. Disease Test 1-05upwXtARuo.pt-BR.vtt (680.00 B)
14. Disease Test 1-05upwXtARuo.th.vtt (1.16 KB)
14. Disease Test 1-05upwXtARuo.zh-CN.vtt (572.00 B)
14. Disease Test 1-qDGSvvabN18.ar.vtt (963.00 B)
14. Disease Test 1-qDGSvvabN18.en.vtt (734.00 B)
14. Disease Test 1-qDGSvvabN18.es-ES.vtt (682.00 B)
14. Disease Test 1-qDGSvvabN18.ja.vtt (730.00 B)
14. Disease Test 1-qDGSvvabN18.mp4 (3.62 MB)
14. Disease Test 1-qDGSvvabN18.pt-BR.vtt (753.00 B)
14. Disease Test 1-qDGSvvabN18.th.vtt (1.19 KB)
14. Disease Test 1-qDGSvvabN18.zh-CN.vtt (708.00 B)
14. Disease Test 1.html (11.57 KB)
15. Disease Test 2-FQM7i07EqGo.ar.vtt (325.00 B)
15. Disease Test 2-FQM7i07EqGo.en.vtt (268.00 B)
15. Disease Test 2-FQM7i07EqGo.es-ES.vtt (272.00 B)
15. Disease Test 2-FQM7i07EqGo.ja.vtt (296.00 B)
15. Disease Test 2-FQM7i07EqGo.mp4 (1.49 MB)
15. Disease Test 2-FQM7i07EqGo.pt-BR.vtt (262.00 B)
15. Disease Test 2-FQM7i07EqGo.th.vtt (398.00 B)
15. Disease Test 2-FQM7i07EqGo.zh-CN.vtt (241.00 B)
15. Disease Test 2-GsneDVJB75E.ar.vtt (158.00 B)
15. Disease Test 2-GsneDVJB75E.en.vtt (142.00 B)
15. Disease Test 2-GsneDVJB75E.es-ES.vtt (155.00 B)
15. Disease Test 2-GsneDVJB75E.ja.vtt (184.00 B)
15. Disease Test 2-GsneDVJB75E.mp4 (747.61 KB)
15. Disease Test 2-GsneDVJB75E.pt-BR.vtt (149.00 B)
15. Disease Test 2-GsneDVJB75E.th.vtt (178.00 B)
15. Disease Test 2-GsneDVJB75E.zh-CN.vtt (149.00 B)
15. Disease Test 2.html (10.97 KB)
16. Disease Test 3-PfEYA6z-19w.ar.vtt (129.00 B)
16. Disease Test 3-PfEYA6z-19w.en.vtt (104.00 B)
16. Disease Test 3-PfEYA6z-19w.es-ES.vtt (107.00 B)
16. Disease Test 3-PfEYA6z-19w.ja.vtt (122.00 B)
16. Disease Test 3-PfEYA6z-19w.mp4 (423.73 KB)
16. Disease Test 3-PfEYA6z-19w.pt-BR.vtt (99.00 B)
16. Disease Test 3-PfEYA6z-19w.th.vtt (130.00 B)
16. Disease Test 3-PfEYA6z-19w.zh-CN.vtt (113.00 B)
16. Disease Test 3-a61GPGk-Qy4.ar.vtt (222.00 B)
16. Disease Test 3-a61GPGk-Qy4.en.vtt (214.00 B)
16. Disease Test 3-a61GPGk-Qy4.es-ES.vtt (217.00 B)
16. Disease Test 3-a61GPGk-Qy4.ja.vtt (300.00 B)
16. Disease Test 3-a61GPGk-Qy4.mp4 (1.61 MB)
16. Disease Test 3-a61GPGk-Qy4.pt-BR.vtt (212.00 B)
16. Disease Test 3-a61GPGk-Qy4.th.vtt (299.00 B)
16. Disease Test 3-a61GPGk-Qy4.zh-CN.vtt (218.00 B)
16. Disease Test 3.html (10.96 KB)
17. Disease Test 4-UERKMwmkAsM.ar.vtt (161.00 B)
17. Disease Test 4-UERKMwmkAsM.en.vtt (120.00 B)
17. Disease Test 4-UERKMwmkAsM.es-ES.vtt (129.00 B)
17. Disease Test 4-UERKMwmkAsM.ja.vtt (126.00 B)
17. Disease Test 4-UERKMwmkAsM.mp4 (753.05 KB)
17. Disease Test 4-UERKMwmkAsM.pt-BR.vtt (123.00 B)
17. Disease Test 4-UERKMwmkAsM.th.vtt (205.00 B)
17. Disease Test 4-UERKMwmkAsM.zh-CN.vtt (116.00 B)
17. Disease Test 4-ztkKTrMZHXg.ar.vtt (96.00 B)
17. Disease Test 4-ztkKTrMZHXg.en.vtt (95.00 B)
17. Disease Test 4-ztkKTrMZHXg.es-ES.vtt (101.00 B)
17. Disease Test 4-ztkKTrMZHXg.ja.vtt (110.00 B)
17. Disease Test 4-ztkKTrMZHXg.mp4 (284.83 KB)
17. Disease Test 4-ztkKTrMZHXg.pt-BR.vtt (94.00 B)
17. Disease Test 4-ztkKTrMZHXg.th.vtt (152.00 B)
17. Disease Test 4-ztkKTrMZHXg.zh-CN.vtt (98.00 B)
17. Disease Test 4.html (10.96 KB)
18. Disease Test 5-4qW7a5E74No.ar.vtt (122.00 B)
18. Disease Test 5-4qW7a5E74No.en.vtt (110.00 B)
18. Disease Test 5-4qW7a5E74No.es-ES.vtt (120.00 B)
18. Disease Test 5-4qW7a5E74No.ja.vtt (123.00 B)
18. Disease Test 5-4qW7a5E74No.mp4 (390.91 KB)
18. Disease Test 5-4qW7a5E74No.pt-BR.vtt (122.00 B)
18. Disease Test 5-4qW7a5E74No.th.vtt (160.00 B)
18. Disease Test 5-4qW7a5E74No.zh-CN.vtt (111.00 B)
18. Disease Test 5-nUxwwMNKIYo.ar.vtt (670.00 B)
18. Disease Test 5-nUxwwMNKIYo.en.vtt (470.00 B)
18. Disease Test 5-nUxwwMNKIYo.es-ES.vtt (471.00 B)
18. Disease Test 5-nUxwwMNKIYo.ja.vtt (525.00 B)
18. Disease Test 5-nUxwwMNKIYo.mp4 (3.59 MB)
18. Disease Test 5-nUxwwMNKIYo.pt-BR.vtt (620.00 B)
18. Disease Test 5-nUxwwMNKIYo.th.vtt (779.00 B)
18. Disease Test 5-nUxwwMNKIYo.zh-CN.vtt (431.00 B)
18. Disease Test 5.html (11.25 KB)
19. Disease Test 6-OdVAt79eQak.ar.vtt (1.07 KB)
19. Disease Test 6-OdVAt79eQak.en-GB.vtt (1.26 KB)
19. Disease Test 6-OdVAt79eQak.en.vtt (772.00 B)
19. Disease Test 6-OdVAt79eQak.es-ES.vtt (777.00 B)
19. Disease Test 6-OdVAt79eQak.ja.vtt (813.00 B)
19. Disease Test 6-OdVAt79eQak.mp4 (7.08 MB)
19. Disease Test 6-OdVAt79eQak.pt-BR.vtt (937.00 B)
19. Disease Test 6-OdVAt79eQak.zh-CN.vtt (675.00 B)
19. Disease Test 6-cdFrLeXIkZU.ar.vtt (341.00 B)
19. Disease Test 6-cdFrLeXIkZU.en.vtt (241.00 B)
19. Disease Test 6-cdFrLeXIkZU.es-ES.vtt (260.00 B)
19. Disease Test 6-cdFrLeXIkZU.ja.vtt (241.00 B)
19. Disease Test 6-cdFrLeXIkZU.mp4 (1.21 MB)
19. Disease Test 6-cdFrLeXIkZU.pt-BR.vtt (269.00 B)
19. Disease Test 6-cdFrLeXIkZU.th.vtt (441.00 B)
19. Disease Test 6-cdFrLeXIkZU.zh-CN.vtt (214.00 B)
19. Disease Test 6.html (11.27 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.ar.vtt (3.79 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.en.vtt (2.58 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.es-ES.vtt (2.68 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.ja.vtt (2.63 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.mp4 (16.86 MB)
20. Bayes Rule Summary-RgXQ8GRsjfc.pt-BR.vtt (3.17 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.th.vtt (4.73 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.zh-CN.vtt (2.25 KB)
20. Bayes Rule Summary.html (9.41 KB)
21. Robot Sensing 1–TBAfU1cjRU.ar.vtt (844.00 B)
21. Robot Sensing 1–TBAfU1cjRU.en.vtt (537.00 B)
21. Robot Sensing 1–TBAfU1cjRU.es-ES.vtt (560.00 B)
21. Robot Sensing 1–TBAfU1cjRU.ja.vtt (557.00 B)
21. Robot Sensing 1–TBAfU1cjRU.mp4 (5.17 MB)
21. Robot Sensing 1–TBAfU1cjRU.pt-BR.vtt (735.00 B)
21. Robot Sensing 1–TBAfU1cjRU.th.vtt (910.00 B)
21. Robot Sensing 1–TBAfU1cjRU.zh-CN.vtt (521.00 B)
21. Robot Sensing 1-_DjfTytro6I.ar.vtt (2.01 KB)
21. Robot Sensing 1-_DjfTytro6I.en.vtt (1.43 KB)
21. Robot Sensing 1-_DjfTytro6I.es-ES.vtt (1.53 KB)
21. Robot Sensing 1-_DjfTytro6I.ja.vtt (1.38 KB)
21. Robot Sensing 1-_DjfTytro6I.mp4 (11.42 MB)
21. Robot Sensing 1-_DjfTytro6I.pt-BR.vtt (1.76 KB)
21. Robot Sensing 1-_DjfTytro6I.th.vtt (2.91 KB)
21. Robot Sensing 1-_DjfTytro6I.zh-CN.vtt (1.31 KB)
21. Robot Sensing 1.html (14.98 KB)
22. Robot Sensing 2-aBBmlnd7okQ.ar.vtt (1.10 KB)
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22. Robot Sensing 2-aBBmlnd7okQ.mp4 (2.03 MB)
22. Robot Sensing 2-aBBmlnd7okQ.pt-BR.vtt (944.00 B)
22. Robot Sensing 2-aBBmlnd7okQ.zh-CN.vtt (896.00 B)
22. Robot Sensing 2-t22oDruXhuo.ar.vtt (584.00 B)
22. Robot Sensing 2-t22oDruXhuo.en.vtt (428.00 B)
22. Robot Sensing 2-t22oDruXhuo.es-ES.vtt (478.00 B)
22. Robot Sensing 2-t22oDruXhuo.ja.vtt (428.00 B)
22. Robot Sensing 2-t22oDruXhuo.mp4 (2.36 MB)
22. Robot Sensing 2-t22oDruXhuo.pt-BR.vtt (473.00 B)
22. Robot Sensing 2-t22oDruXhuo.zh-CN.vtt (369.00 B)
22. Robot Sensing 2.html (11.06 KB)
23. Robot Sensing 3–6l4_oprDOk.ar.vtt (395.00 B)
23. Robot Sensing 3–6l4_oprDOk.en.vtt (322.00 B)
23. Robot Sensing 3–6l4_oprDOk.es-ES.vtt (329.00 B)
23. Robot Sensing 3–6l4_oprDOk.ja.vtt (327.00 B)
23. Robot Sensing 3–6l4_oprDOk.mp4 (1.48 MB)
23. Robot Sensing 3–6l4_oprDOk.pt-BR.vtt (317.00 B)
23. Robot Sensing 3–6l4_oprDOk.th.vtt (480.00 B)
23. Robot Sensing 3–6l4_oprDOk.zh-CN.vtt (282.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.ar.vtt (783.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.en.vtt (663.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.es-ES.vtt (679.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.ja.vtt (657.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.mp4 (5.55 MB)
23. Robot Sensing 3-m1LSU9SPZ2k.pt-BR.vtt (687.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.zh-CN.vtt (622.00 B)
23. Robot Sensing 3.html (11.16 KB)
24. Robot Sensing 4-d_fbDqAGVdE.ar.vtt (252.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.en.vtt (214.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.es-ES.vtt (221.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.ja.vtt (198.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.mp4 (1.06 MB)
24. Robot Sensing 4-d_fbDqAGVdE.pt-BR.vtt (202.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.zh-CN.vtt (207.00 B)
24. Robot Sensing 4-vasdN2Gol0M.ar.vtt (2.21 KB)
24. Robot Sensing 4-vasdN2Gol0M.en.vtt (1.67 KB)
24. Robot Sensing 4-vasdN2Gol0M.es-ES.vtt (1.69 KB)
24. Robot Sensing 4-vasdN2Gol0M.ja.vtt (1.52 KB)
24. Robot Sensing 4-vasdN2Gol0M.mp4 (9.87 MB)
24. Robot Sensing 4-vasdN2Gol0M.pt-BR.vtt (1.58 KB)
24. Robot Sensing 4-vasdN2Gol0M.th.vtt (2.98 KB)
24. Robot Sensing 4-vasdN2Gol0M.zh-CN.vtt (1.56 KB)
24. Robot Sensing 4.html (10.87 KB)
25. Robot Sensing 5-PGG9agooCvw.ar.vtt (544.00 B)
25. Robot Sensing 5-PGG9agooCvw.en.vtt (414.00 B)
25. Robot Sensing 5-PGG9agooCvw.es-ES.vtt (451.00 B)
25. Robot Sensing 5-PGG9agooCvw.ja.vtt (395.00 B)
25. Robot Sensing 5-PGG9agooCvw.mp4 (1.74 MB)
25. Robot Sensing 5-PGG9agooCvw.pt-BR.vtt (410.00 B)
25. Robot Sensing 5-PGG9agooCvw.th.vtt (667.00 B)
25. Robot Sensing 5-PGG9agooCvw.zh-CN.vtt (420.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ar.vtt (118.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.en.vtt (97.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.es-ES.vtt (108.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ja.vtt (123.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.mp4 (506.06 KB)
25. Robot Sensing 5-tIrqdYTT_9Q.pt-BR.vtt (106.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.th.vtt (137.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.zh-CN.vtt (110.00 B)
25. Robot Sensing 5.html (10.99 KB)
26. Robot Sensing 6-Se-ddM2Wdac.ar.vtt (175.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.en.vtt (147.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.es-ES.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.ja.vtt (176.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.mp4 (484.71 KB)
26. Robot Sensing 6-Se-ddM2Wdac.pt-BR.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.th.vtt (240.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.zh-CN.vtt (149.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ar.vtt (456.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.en.vtt (343.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.es-ES.vtt (348.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ja.vtt (326.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.mp4 (1.58 MB)
26. Robot Sensing 6-hXyXlk0gYzk.pt-BR.vtt (329.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.th.vtt (554.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.zh-CN.vtt (331.00 B)
26. Robot Sensing 6.html (10.99 KB)
27. Robot Sensing 7-clFL503NPyY.ar.vtt (126.00 B)
27. Robot Sensing 7-clFL503NPyY.en.vtt (109.00 B)
27. Robot Sensing 7-clFL503NPyY.es-ES.vtt (118.00 B)
27. Robot Sensing 7-clFL503NPyY.ja.vtt (113.00 B)
27. Robot Sensing 7-clFL503NPyY.mp4 (218.29 KB)
27. Robot Sensing 7-clFL503NPyY.pt-BR.vtt (108.00 B)
27. Robot Sensing 7-clFL503NPyY.th.vtt (177.00 B)
27. Robot Sensing 7-clFL503NPyY.zh-CN.vtt (108.00 B)
27. Robot Sensing 7-goEMc0w58xM.ar.vtt (211.00 B)
27. Robot Sensing 7-goEMc0w58xM.en.vtt (155.00 B)
27. Robot Sensing 7-goEMc0w58xM.es-ES.vtt (174.00 B)
27. Robot Sensing 7-goEMc0w58xM.ja.vtt (175.00 B)
27. Robot Sensing 7-goEMc0w58xM.mp4 (473.30 KB)
27. Robot Sensing 7-goEMc0w58xM.pt-BR.vtt (169.00 B)
27. Robot Sensing 7-goEMc0w58xM.th.vtt (244.00 B)
27. Robot Sensing 7-goEMc0w58xM.zh-CN.vtt (158.00 B)
27. Robot Sensing 7.html (10.99 KB)
28. Robot Sensing 8-hyAQ28MYmc4.ar.vtt (315.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.en.vtt (248.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.es-ES.vtt (243.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.ja.vtt (200.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.mp4 (978.72 KB)
28. Robot Sensing 8-hyAQ28MYmc4.pt-BR.vtt (249.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.th.vtt (393.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.zh-CN.vtt (226.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ar.vtt (626.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en-GB.vtt (804.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en.vtt (524.00 B)
28. Robot Sensing 8-lmuonrQp_lM.es-ES.vtt (531.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ja.vtt (541.00 B)
28. Robot Sensing 8-lmuonrQp_lM.mp4 (3.35 MB)
28. Robot Sensing 8-lmuonrQp_lM.pt-BR.vtt (497.00 B)
28. Robot Sensing 8-lmuonrQp_lM.zh-CN.vtt (492.00 B)
28. Robot Sensing 8.html (11.57 KB)
29. Generalizing-SdMk3aROgSc.ar.vtt (1.73 KB)
29. Generalizing-SdMk3aROgSc.en.vtt (1.24 KB)
29. Generalizing-SdMk3aROgSc.es-ES.vtt (1.32 KB)
29. Generalizing-SdMk3aROgSc.ja.vtt (1.22 KB)
29. Generalizing-SdMk3aROgSc.mp4 (6.27 MB)
29. Generalizing-SdMk3aROgSc.pt-BR.vtt (1.33 KB)
29. Generalizing-SdMk3aROgSc.zh-CN.vtt (1.17 KB)
29. Generalizing.html (9.23 KB)
30. Sebastian At Home-R4zq6mPPMxs.ar.vtt (1.89 KB)
30. Sebastian At Home-R4zq6mPPMxs.en.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.es-ES.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.ja.vtt (1.46 KB)
30. Sebastian At Home-R4zq6mPPMxs.mp4 (11.04 MB)
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt (1.73 KB)
30. Sebastian At Home-R4zq6mPPMxs.zh-CN.vtt (1.22 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ar.vtt (1.51 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.en.vtt (1.04 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.es-ES.vtt (1.14 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ja.vtt (1.13 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.mp4 (7.74 MB)
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt (1.30 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt (930.00 B)
30. Sebastian At Home.html (10.84 KB)
31. Learning Objectives – Conditional Probability.html (18.64 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.ar.vtt (1.88 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.en.vtt (1.48 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.mp4 (4.40 MB)
32. Reducing Uncertainty-zuFMhmKQ–o.pt-BR.vtt (1.50 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.zh-CN.vtt (1.23 KB)
32. Reducing Uncertainty.html (9.09 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.ar.vtt (1.27 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.en.vtt (979.00 B)
33. Bayes’ Rule and Robotics-meNSO42JF6I.mp4 (2.91 MB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.pt-BR.vtt (1.14 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.zh-CN.vtt (892.00 B)
33. Bayes’ Rule and Robotics.html (9.16 KB)
34. Learning from Sensor Data.html (12.38 KB)
35. Using Sensor Data-vhl-SADfti8.ar.vtt (2.19 KB)
35. Using Sensor Data-vhl-SADfti8.en.vtt (1.59 KB)
35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt (579.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

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Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
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03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
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03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
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03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
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04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
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04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
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05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
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05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
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05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
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06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
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06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
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07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
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07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
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07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
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08. Maximum-02v8ui9riew.mp4 (6.58 MB)
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08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
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08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
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09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
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09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
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09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
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09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
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10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
f4.gif (1.13 KB)
f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
05. Match Points with Clusters-lS5DfbsWH34.pt-BR.vtt (781.00 B)
05. Match Points with Clusters-lS5DfbsWH34.zh-CN.vtt (680.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt (682.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.en.vtt (613.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.mp4 (2.75 MB)
05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt (671.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt (589.00 B)
05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.en.vtt (595.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.pt-BR.vtt (606.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.zh-CN.vtt (488.00 B)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt (1.63 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.zh-CN.vtt (1.43 KB)
06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
07. Moving Centers 2-FY0DXe0lfrI.en.vtt (368.00 B)
07. Moving Centers 2-FY0DXe0lfrI.mp4 (1.34 MB)
07. Moving Centers 2-FY0DXe0lfrI.pt-BR.vtt (370.00 B)
07. Moving Centers 2-FY0DXe0lfrI.zh-CN.vtt (361.00 B)
07. Moving Centers 2-uC1Xwc7warg.ar.vtt (444.00 B)
07. Moving Centers 2-uC1Xwc7warg.en.vtt (312.00 B)
07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
07. Moving Centers 2-uC1Xwc7warg.pt-BR.vtt (326.00 B)
07. Moving Centers 2-uC1Xwc7warg.zh-CN.vtt (332.00 B)
07. Moving Centers 2.html (9.07 KB)
08. Match Points (again)-5j6VZr8sHo8.ar.vtt (1.59 KB)
08. Match Points (again)-5j6VZr8sHo8.en.vtt (1.22 KB)
08. Match Points (again)-5j6VZr8sHo8.mp4 (5.13 MB)
08. Match Points (again)-5j6VZr8sHo8.pt-BR.vtt (1.28 KB)
08. Match Points (again)-5j6VZr8sHo8.zh-CN.vtt (1.01 KB)
08. Match Points (again)-9J3IwQFXveI.ar.vtt (510.00 B)
08. Match Points (again)-9J3IwQFXveI.en.vtt (355.00 B)
08. Match Points (again)-9J3IwQFXveI.mp4 (1.06 MB)
08. Match Points (again)-9J3IwQFXveI.pt-BR.vtt (369.00 B)
08. Match Points (again)-9J3IwQFXveI.zh-CN.vtt (355.00 B)
08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
09. Handoff to Katie-knrPsGtpyQY.en.vtt (207.00 B)
09. Handoff to Katie-knrPsGtpyQY.mp4 (782.02 KB)
09. Handoff to Katie-knrPsGtpyQY.pt-BR.vtt (204.00 B)
09. Handoff to Katie-knrPsGtpyQY.zh-CN.vtt (206.00 B)
09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.en.vtt (451.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.pt-BR.vtt (454.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.zh-CN.vtt (424.00 B)
10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.en.vtt (1.55 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.mp4 (3.34 MB)
10. K-Means Cluster Visualization-iCTPBcowJRY.pt-BR.vtt (1.45 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt (4.85 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.en.vtt (3.51 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4 (10.53 MB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.pt-BR.vtt (3.39 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.zh-CN.vtt (3.04 KB)
11. K-Means Clustering Visualization 2.html (7.83 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt (3.67 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.en.vtt (2.59 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.zh-CN.vtt (2.27 KB)
12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
13. Sklearn-3zHUAXcoZ7c.en.vtt (6.64 KB)
13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
15. Limitations of K-Means-4Fkfu37el_k.pt-BR.vtt (856.00 B)
15. Limitations of K-Means-4Fkfu37el_k.zh-CN.vtt (812.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.en.vtt (315.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
15. Limitations of K-Means-nvLhUSSUhiY.pt-BR.vtt (306.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.en.vtt (2.17 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.mp4 (8.13 MB)
16. Counterintuitive Clusters-StmEUgT1XSY.pt-BR.vtt (2.19 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.zh-CN.vtt (1.90 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt (1.35 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.en.vtt (991.00 B)
16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
16. Counterintuitive Clusters-aveIz1JYeAg.pt-BR.vtt (1.02 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.zh-CN.vtt (924.00 B)
16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.en.vtt (1.48 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.pt-BR.vtt (1.54 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.zh-CN.vtt (1.37 KB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.en.vtt (665.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.zh-CN.vtt (633.00 B)
17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

2956218691.gif (229.48 KB)
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meme.png (209.05 KB)
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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
screen-shot-2018-01-06-at-9.41.01-pm.png (110.70 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

screen-shot-2018-05-26-at-3.22.39-pm.png (346.74 KB)
screen-shot-2018-05-26-at-3.37.30-pm.png (192.09 KB)
screen-shot-2018-05-26-at-3.45.03-pm.png (351.54 KB)
screen-shot-2018-05-26-at-3.51.18-pm.png (198.22 KB)
screen-shot-2018-05-26-at-4.04.18-pm.png (111.86 KB)
screen-shot-2018-05-26-at-4.05.55-pm.png (104.63 KB)
screen-shot-2018-05-26-at-4.06.03-pm.png (109.97 KB)
screen-shot-2018-05-26-at-4.15.46-pm.png (113.47 KB)
screen-shot-2018-05-26-at-4.29.49-pm.png (160.71 KB)
screen-shot-2018-05-26-at-4.32.19-pm.png (152.53 KB)
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screen-shot-2018-05-26-at-4.51.08-pm.png (313.39 KB)
screen-shot-2018-05-26-at-5.00.26-pm.png (135.65 KB)

Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
screen-shot-2017-03-17-at-5.25.16-pm.png (979.06 KB)
screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
screen-shot-2018-04-23-at-4.10.20-pm.png (716.56 KB)
screen-shot-2018-04-23-at-4.14.19-pm.png (395.38 KB)
stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
10. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
10. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
10. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
10. Text Processing.html (6.65 KB)
11. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
11. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
11. Feature Extraction.html (6.70 KB)
12. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
12. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
12. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
12. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
12. Modeling.html (6.24 KB)
index.html (4.86 KB)

css (5 files)

bootstrap.min.css (137.64 KB)
jquery.mCustomScrollbar.min.css (41.83 KB)
katex.min.css (21.56 KB)
plyr.css (23.62 KB)
styles.css (4.02 KB)

fonts (60 files)

KaTeX_AMS-Regular.ttf (69.75 KB)
KaTeX_AMS-Regular.woff (39.26 KB)
KaTeX_AMS-Regular.woff2 (32.43 KB)
KaTeX_Caligraphic-Bold.ttf (19.13 KB)
KaTeX_Caligraphic-Bold.woff (11.85 KB)
KaTeX_Caligraphic-Bold.woff2 (10.35 KB)
KaTeX_Caligraphic-Regular.ttf (18.52 KB)
KaTeX_Caligraphic-Regular.woff (11.59 KB)
KaTeX_Caligraphic-Regular.woff2 (10.17 KB)
KaTeX_Fraktur-Bold.ttf (35.12 KB)
KaTeX_Fraktur-Bold.woff (22.84 KB)
KaTeX_Fraktur-Bold.woff2 (20.01 KB)
KaTeX_Fraktur-Regular.ttf (33.84 KB)
KaTeX_Fraktur-Regular.woff (22.31 KB)
KaTeX_Fraktur-Regular.woff2 (19.39 KB)
KaTeX_Main-Bold.ttf (60.27 KB)
KaTeX_Main-Bold.woff (35.89 KB)
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KaTeX_Typewriter-Regular.ttf (35.46 KB)
KaTeX_Typewriter-Regular.woff (20.43 KB)
KaTeX_Typewriter-Regular.woff2 (17.13 KB)

img (1 files)

udacimak.png (461.07 KB)

js (5 files)

bootstrap.min.js (49.85 KB)
jquery-3.3.1.min.js (84.89 KB)
jquery.mCustomScrollbar.concat.min.js (44.42 KB)
katex.min.js (231.26 KB)
plyr.polyfilled.min.js (126.16 KB)

Build a More Complete Trading Study Path

Use the Trading Courses category or the curated Trading Courses Cheap list to compare related programs. Check latest course updates before choosing your next module.

Recommended related courses

Udara Shehan – Alchemist FX
Uday Dave – Champion Day Trader
Ultimate Titan Trader

Independent learning resource: Udacity AI Trading Strategies program information.

Final Verdict

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What Is Included in the Udacity – AI for Trading Course?

Package fact	Verified value	Why it matters
Folders / files	151 / 7010	You can assess the package scope before ordering.
Total listed size	7.32 GB	Useful for download and storage planning.
Detected formats	VTT (3717), HTML (1554), MP4 (1240), PNG (281), GIF (124), TTF (20), WOFF (20)	Shows the mix of lessons and supporting resources.
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What You Will Study

Market mechanics and data processing
Momentum, breakout and mean-reversion research
Portfolio optimization and factor models
NLP, neural networks and financial data

✓ Strong fit

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Complete Udacity – AI for Trading Course Index

Open each section to inspect the supplied filenames and listed sizes. The index is grouped into collapsible panels so a large curriculum remains easy to scan.

Root files (1 files)

index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
screen-shot-2018-08-20-at-4.07.31-pm.png (282.00 KB)
screen-shot-2019-02-26-at-4.09.24-pm.png (104.90 KB)
screen-shot-2019-02-26-at-4.25.04-pm.png (20.85 KB)
talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
screen-shot-2018-11-07-at-10.23.07-pm.png (366.06 KB)
screen-shot-2018-11-07-at-9.55.40-pm.png (222.17 KB)
screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
screen-shot-2018-10-29-at-5.29.38-pm.png (104.85 KB)
screen-shot-2018-10-29-at-5.35.49-pm.png (255.40 KB)
screen-shot-2018-10-29-at-5.40.03-pm.png (389.40 KB)

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
screen-shot-2018-10-29-at-2.28.21-pm.png (140.95 KB)
screen-shot-2018-10-29-at-2.30.49-pm.png (75.09 KB)
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screen-shot-2018-10-29-at-2.59.42-pm.png (192.43 KB)
screen-shot-2018-10-29-at-3.04.01-pm.png (217.46 KB)

Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
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screen-shot-2018-10-29-at-4.20.49-pm.png (106.27 KB)
screen-shot-2018-10-29-at-4.27.07-pm.png (124.97 KB)
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screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
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codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
6499079068.gif (445.94 KB)
6509638772.gif (711.08 KB)
6551597473.gif (444.36 KB)
mat-leonard-circle.png (384.91 KB)

Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
screen-shot-2018-01-19-at-1.57.42-pm.png (114.23 KB)
screen-shot-2018-01-19-at-1.58.00-pm.png (126.03 KB)
screen-shot-2018-01-19-at-2.24.21-pm.png (218.72 KB)
screen-shot-2018-01-19-at-2.28.03-pm.png (90.71 KB)
screen-shot-2018-02-21-at-6.41.35-pm.png (18.77 KB)
screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

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Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
03. Fair Coin-fSKL742j-zk.hr.vtt (155.00 B)
03. Fair Coin-fSKL742j-zk.it.vtt (178.00 B)
03. Fair Coin-fSKL742j-zk.ja.vtt (149.00 B)
03. Fair Coin-fSKL742j-zk.mp4 (797.83 KB)
03. Fair Coin-fSKL742j-zk.pt-BR.vtt (173.00 B)
03. Fair Coin-fSKL742j-zk.th.vtt (342.00 B)
03. Fair Coin-fSKL742j-zk.zh-CN.vtt (197.00 B)
03. Fair Coin.html (9.46 KB)
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt (591.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt (425.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt (417.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt (384.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt (444.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt (415.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.mp4 (2.63 MB)
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt (442.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt (578.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt (380.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt (265.00 B)
04. Loaded Coin 1-sNvQeSikRFY.en.vtt (217.00 B)
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt (210.00 B)
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt (213.00 B)
04. Loaded Coin 1-sNvQeSikRFY.it.vtt (212.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.mp4 (1.24 MB)
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.th.vtt (252.00 B)
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt (192.00 B)
04. Loaded Coin 1.html (9.76 KB)
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt (222.00 B)
05. Loaded Coin 2-Y7tnbth-gag.en.vtt (180.00 B)
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt (185.00 B)
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt (157.00 B)
05. Loaded Coin 2-Y7tnbth-gag.it.vtt (171.00 B)
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt (159.00 B)
05. Loaded Coin 2-Y7tnbth-gag.mp4 (805.43 KB)
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt (184.00 B)
05. Loaded Coin 2-Y7tnbth-gag.th.vtt (267.00 B)
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt (164.00 B)
05. Loaded Coin 2-dGffszQYzqc.ar.vtt (1.06 KB)
05. Loaded Coin 2-dGffszQYzqc.en.vtt (874.00 B)
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt (880.00 B)
05. Loaded Coin 2-dGffszQYzqc.hr.vtt (942.00 B)
05. Loaded Coin 2-dGffszQYzqc.it.vtt (915.00 B)
05. Loaded Coin 2-dGffszQYzqc.ja.vtt (762.00 B)
05. Loaded Coin 2-dGffszQYzqc.mp4 (3.36 MB)
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt (866.00 B)
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt (817.00 B)
05. Loaded Coin 2.html (9.44 KB)
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt (279.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt (231.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt (238.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt (261.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.mp4 (1.69 MB)
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt (265.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt (354.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt (228.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt (302.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt (260.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt (257.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt (289.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt (291.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt (247.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.mp4 (1.35 MB)
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt (249.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt (447.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt (248.00 B)
06. Loaded Coin 3.html (9.56 KB)
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt (838.00 B)
07. Complementary Outcomes-YseJqD-1oUg.en.vtt (682.00 B)
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt (671.00 B)
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt (640.00 B)
07. Complementary Outcomes-YseJqD-1oUg.it.vtt (697.00 B)
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt (669.00 B)
07. Complementary Outcomes-YseJqD-1oUg.mp4 (4.50 MB)
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt (695.00 B)
07. Complementary Outcomes-YseJqD-1oUg.th.vtt (1.22 KB)
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt (582.00 B)
07. Complementary Outcomes.html (7.85 KB)
08. Two Flips 1-1txkcmxk3vU.ar.vtt (2.19 KB)
08. Two Flips 1-1txkcmxk3vU.en.vtt (1.72 KB)
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt (1.79 KB)
08. Two Flips 1-1txkcmxk3vU.hr.vtt (1.68 KB)
08. Two Flips 1-1txkcmxk3vU.it.vtt (1.87 KB)
08. Two Flips 1-1txkcmxk3vU.ja.vtt (1.62 KB)
08. Two Flips 1-1txkcmxk3vU.mp4 (4.01 MB)
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt (1.91 KB)
08. Two Flips 1-1txkcmxk3vU.th.vtt (3.35 KB)
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt (1.45 KB)
08. Two Flips 1-yUIz7SgUwJg.ar.vtt (663.00 B)
08. Two Flips 1-yUIz7SgUwJg.en.vtt (495.00 B)
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt (535.00 B)
08. Two Flips 1-yUIz7SgUwJg.hr.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.it.vtt (552.00 B)
08. Two Flips 1-yUIz7SgUwJg.ja.vtt (532.00 B)
08. Two Flips 1-yUIz7SgUwJg.mp4 (3.42 MB)
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.th.vtt (1021.00 B)
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt (516.00 B)
08. Two Flips 1.html (9.50 KB)
09. Two Flips 2-pT0FXiH_5nI.ar.vtt (207.00 B)
09. Two Flips 2-pT0FXiH_5nI.en.vtt (198.00 B)
09. Two Flips 2-pT0FXiH_5nI.hr.vtt (204.00 B)
09. Two Flips 2-pT0FXiH_5nI.it.vtt (213.00 B)
09. Two Flips 2-pT0FXiH_5nI.ja.vtt (194.00 B)
09. Two Flips 2-pT0FXiH_5nI.mp4 (312.59 KB)
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt (186.00 B)
09. Two Flips 2-pT0FXiH_5nI.th.vtt (603.00 B)
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt (196.00 B)
09. Two Flips 2-uhrL5fatt3E.ar.vtt (1.18 KB)
09. Two Flips 2-uhrL5fatt3E.en.vtt (883.00 B)
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt (948.00 B)
09. Two Flips 2-uhrL5fatt3E.hr.vtt (854.00 B)
09. Two Flips 2-uhrL5fatt3E.it.vtt (945.00 B)
09. Two Flips 2-uhrL5fatt3E.ja.vtt (887.00 B)
09. Two Flips 2-uhrL5fatt3E.mp4 (3.00 MB)
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt (988.00 B)
09. Two Flips 2-uhrL5fatt3E.th.vtt (1.60 KB)
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt (787.00 B)
09. Two Flips 2.html (9.39 KB)
10. Two Flips 3-3NSPqjp6pFY.ar.vtt (547.00 B)
10. Two Flips 3-3NSPqjp6pFY.en.vtt (432.00 B)
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt (473.00 B)
10. Two Flips 3-3NSPqjp6pFY.hr.vtt (469.00 B)
10. Two Flips 3-3NSPqjp6pFY.it.vtt (435.00 B)
10. Two Flips 3-3NSPqjp6pFY.ja.vtt (397.00 B)
10. Two Flips 3-3NSPqjp6pFY.mp4 (1.12 MB)
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt (496.00 B)
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt (379.00 B)
10. Two Flips 3-uimwo-puQWY.ar.vtt (254.00 B)
10. Two Flips 3-uimwo-puQWY.en.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.hr.vtt (197.00 B)
10. Two Flips 3-uimwo-puQWY.it.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.ja.vtt (194.00 B)
10. Two Flips 3-uimwo-puQWY.mp4 (920.84 KB)
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt (219.00 B)
10. Two Flips 3-uimwo-puQWY.th.vtt (359.00 B)
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt (177.00 B)
10. Two Flips 3.html (10.16 KB)
11. Two Flips 4-bNoS6LQEFrI.ar.vtt (900.00 B)
11. Two Flips 4-bNoS6LQEFrI.en.vtt (715.00 B)
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt (748.00 B)
11. Two Flips 4-bNoS6LQEFrI.hr.vtt (690.00 B)
11. Two Flips 4-bNoS6LQEFrI.it.vtt (742.00 B)
11. Two Flips 4-bNoS6LQEFrI.ja.vtt (623.00 B)
11. Two Flips 4-bNoS6LQEFrI.mp4 (2.98 MB)
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt (728.00 B)
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt (658.00 B)
11. Two Flips 4-rRPwknIDuI0.ar.vtt (303.00 B)
11. Two Flips 4-rRPwknIDuI0.en.vtt (247.00 B)
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt (252.00 B)
11. Two Flips 4-rRPwknIDuI0.hr.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.it.vtt (248.00 B)
11. Two Flips 4-rRPwknIDuI0.ja.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.mp4 (663.40 KB)
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt (209.00 B)
11. Two Flips 4-rRPwknIDuI0.th.vtt (423.00 B)
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt (228.00 B)
11. Two Flips 4.html (9.40 KB)
12. Two Flips 5-G28YyiGFGWA.ar.vtt (437.00 B)
12. Two Flips 5-G28YyiGFGWA.en.vtt (349.00 B)
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt (366.00 B)
12. Two Flips 5-G28YyiGFGWA.hr.vtt (383.00 B)
12. Two Flips 5-G28YyiGFGWA.it.vtt (382.00 B)
12. Two Flips 5-G28YyiGFGWA.ja.vtt (370.00 B)
12. Two Flips 5-G28YyiGFGWA.mp4 (2.15 MB)
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt (377.00 B)
12. Two Flips 5-G28YyiGFGWA.th.vtt (654.00 B)
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt (348.00 B)
12. Two Flips 5-HB8b7sZQFGs.ar.vtt (650.00 B)
12. Two Flips 5-HB8b7sZQFGs.en.vtt (549.00 B)
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt (566.00 B)
12. Two Flips 5-HB8b7sZQFGs.hr.vtt (575.00 B)
12. Two Flips 5-HB8b7sZQFGs.it.vtt (598.00 B)
12. Two Flips 5-HB8b7sZQFGs.ja.vtt (527.00 B)
12. Two Flips 5-HB8b7sZQFGs.mp4 (990.87 KB)
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt (516.00 B)
12. Two Flips 5-HB8b7sZQFGs.th.vtt (729.00 B)
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt (558.00 B)
12. Two Flips 5.html (9.50 KB)
13. One Head 1-T4A5uyqesjo.ar.vtt (845.00 B)
13. One Head 1-T4A5uyqesjo.en.vtt (617.00 B)
13. One Head 1-T4A5uyqesjo.es-ES.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.hr.vtt (599.00 B)
13. One Head 1-T4A5uyqesjo.it.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.ja.vtt (597.00 B)
13. One Head 1-T4A5uyqesjo.mp4 (1.51 MB)
13. One Head 1-T4A5uyqesjo.pt-BR.vtt (705.00 B)
13. One Head 1-T4A5uyqesjo.th.vtt (1.08 KB)
13. One Head 1-T4A5uyqesjo.zh-CN.vtt (577.00 B)
13. One Head 1-lHuZpDkfwq8.ar.vtt (717.00 B)
13. One Head 1-lHuZpDkfwq8.en.vtt (553.00 B)
13. One Head 1-lHuZpDkfwq8.es-ES.vtt (575.00 B)
13. One Head 1-lHuZpDkfwq8.hr.vtt (539.00 B)
13. One Head 1-lHuZpDkfwq8.it.vtt (618.00 B)
13. One Head 1-lHuZpDkfwq8.ja.vtt (584.00 B)
13. One Head 1-lHuZpDkfwq8.mp4 (3.66 MB)
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt (642.00 B)
13. One Head 1-lHuZpDkfwq8.th.vtt (970.00 B)
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt (507.00 B)
13. One Head 1.html (9.48 KB)
14. One Head 2-64EjAbqrtmo.ar.vtt (640.00 B)
14. One Head 2-64EjAbqrtmo.en.vtt (508.00 B)
14. One Head 2-64EjAbqrtmo.es-ES.vtt (480.00 B)
14. One Head 2-64EjAbqrtmo.hr.vtt (453.00 B)
14. One Head 2-64EjAbqrtmo.it.vtt (504.00 B)
14. One Head 2-64EjAbqrtmo.ja.vtt (417.00 B)
14. One Head 2-64EjAbqrtmo.mp4 (1.04 MB)
14. One Head 2-64EjAbqrtmo.pt-BR.vtt (547.00 B)
14. One Head 2-64EjAbqrtmo.th.vtt (1015.00 B)
14. One Head 2-64EjAbqrtmo.zh-CN.vtt (423.00 B)
14. One Head 2-JHx3ucNS9f4.ar.vtt (445.00 B)
14. One Head 2-JHx3ucNS9f4.en.vtt (342.00 B)
14. One Head 2-JHx3ucNS9f4.es-ES.vtt (393.00 B)
14. One Head 2-JHx3ucNS9f4.hr.vtt (312.00 B)
14. One Head 2-JHx3ucNS9f4.it.vtt (375.00 B)
14. One Head 2-JHx3ucNS9f4.ja.vtt (357.00 B)
14. One Head 2-JHx3ucNS9f4.mp4 (2.26 MB)
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt (354.00 B)
14. One Head 2-JHx3ucNS9f4.th.vtt (677.00 B)
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt (323.00 B)
14. One Head 2.html (10.37 KB)
15. One Of Three 1-bDCXSxkochE.ar.vtt (1.50 KB)
15. One Of Three 1-bDCXSxkochE.en.vtt (1.15 KB)
15. One Of Three 1-bDCXSxkochE.es-ES.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.hr.vtt (1.12 KB)
15. One Of Three 1-bDCXSxkochE.it.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.ja.vtt (1.13 KB)
15. One Of Three 1-bDCXSxkochE.mp4 (9.02 MB)
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt (1.35 KB)
15. One Of Three 1-bDCXSxkochE.th.vtt (2.73 KB)
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt (964.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt (411.00 B)
15. One Of Three 1-rxfHfjy9Mm4.en.vtt (307.00 B)
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt (318.00 B)
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt (305.00 B)
15. One Of Three 1-rxfHfjy9Mm4.it.vtt (315.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt (301.00 B)
15. One Of Three 1-rxfHfjy9Mm4.mp4 (2.08 MB)
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt (335.00 B)
15. One Of Three 1-rxfHfjy9Mm4.th.vtt (772.00 B)
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt (280.00 B)
15. One Of Three 1.html (9.58 KB)
16. One Of Three 2-27Ed1GI4j84.ar.vtt (1.26 KB)
16. One Of Three 2-27Ed1GI4j84.en.vtt (964.00 B)
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt (967.00 B)
16. One Of Three 2-27Ed1GI4j84.hr.vtt (925.00 B)
16. One Of Three 2-27Ed1GI4j84.it.vtt (969.00 B)
16. One Of Three 2-27Ed1GI4j84.ja.vtt (949.00 B)
16. One Of Three 2-27Ed1GI4j84.mp4 (11.22 MB)
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt (1.29 KB)
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt (908.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt (1.22 KB)
16. One Of Three 2-gGgqTGZ9TKg.en.vtt (997.00 B)
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt (971.00 B)
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt (956.00 B)
16. One Of Three 2-gGgqTGZ9TKg.it.vtt (994.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt (952.00 B)
16. One Of Three 2-gGgqTGZ9TKg.mp4 (5.49 MB)
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt (1.01 KB)
16. One Of Three 2-gGgqTGZ9TKg.th.vtt (2.00 KB)
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt (912.00 B)
16. One Of Three 2.html (9.46 KB)
17. Even Roll-DrnAR4SqlEE.ar.vtt (1.05 KB)
17. Even Roll-DrnAR4SqlEE.en.vtt (826.00 B)
17. Even Roll-DrnAR4SqlEE.es-ES.vtt (850.00 B)
17. Even Roll-DrnAR4SqlEE.hr.vtt (792.00 B)
17. Even Roll-DrnAR4SqlEE.it.vtt (866.00 B)
17. Even Roll-DrnAR4SqlEE.ja.vtt (872.00 B)
17. Even Roll-DrnAR4SqlEE.mp4 (5.70 MB)
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt (914.00 B)
17. Even Roll-DrnAR4SqlEE.th.vtt (1.69 KB)
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt (676.00 B)
17. Even Roll-M3L0a5V4Nf0.ar.vtt (684.00 B)
17. Even Roll-M3L0a5V4Nf0.en.vtt (558.00 B)
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt (611.00 B)
17. Even Roll-M3L0a5V4Nf0.hr.vtt (517.00 B)
17. Even Roll-M3L0a5V4Nf0.it.vtt (571.00 B)
17. Even Roll-M3L0a5V4Nf0.ja.vtt (596.00 B)
17. Even Roll-M3L0a5V4Nf0.mp4 (3.94 MB)
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt (597.00 B)
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt (538.00 B)
17. Even Roll.html (9.51 KB)
18. Doubles-On_Guw8wac8.ar.vtt (765.00 B)
18. Doubles-On_Guw8wac8.en.vtt (569.00 B)
18. Doubles-On_Guw8wac8.es-ES.vtt (608.00 B)
18. Doubles-On_Guw8wac8.hr.vtt (565.00 B)
18. Doubles-On_Guw8wac8.it.vtt (625.00 B)
18. Doubles-On_Guw8wac8.ja.vtt (594.00 B)
18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt (233.00 B)
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt (256.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt (180.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt (1.06 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt (898.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt (319.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt (238.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt (242.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt (247.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt (1.71 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt (256.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt (304.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt (908.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt (900.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt (923.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
08. Formula-DTdS-LlMTQ0.en.vtt (931.00 B)
08. Formula-DTdS-LlMTQ0.es-ES.vtt (948.00 B)
08. Formula-DTdS-LlMTQ0.ja.vtt (984.00 B)
08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
08. Formula-DTdS-LlMTQ0.pt-BR.vtt (1.19 KB)
08. Formula-DTdS-LlMTQ0.zh-CN.vtt (695.00 B)
08. Formula-yTr8zCHdo5M.ar.vtt (334.00 B)
08. Formula-yTr8zCHdo5M.en.vtt (240.00 B)
08. Formula-yTr8zCHdo5M.es-ES.vtt (236.00 B)
08. Formula-yTr8zCHdo5M.ja.vtt (217.00 B)
08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
09. Arrangements-GeINbOOYkF8.ar.vtt (2.27 KB)
09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
09. Arrangements-GeINbOOYkF8.ja.vtt (1.70 KB)
09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
09. Arrangements-NRPcnpmFCg8.en.vtt (453.00 B)
09. Arrangements-NRPcnpmFCg8.es-ES.vtt (493.00 B)
09. Arrangements-NRPcnpmFCg8.ja.vtt (473.00 B)
09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
10. Binomial 1-07vOaYwecII.en.vtt (856.00 B)
10. Binomial 1-07vOaYwecII.es-ES.vtt (870.00 B)
10. Binomial 1-07vOaYwecII.ja.vtt (828.00 B)
10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
10. Binomial 1-07vOaYwecII.pt-BR.vtt (974.00 B)
10. Binomial 1-07vOaYwecII.zh-CN.vtt (689.00 B)
10. Binomial 1-RBfFHxEjsIU.ar.vtt (533.00 B)
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10. Binomial 1-RBfFHxEjsIU.es-ES.vtt (424.00 B)
10. Binomial 1-RBfFHxEjsIU.ja.vtt (301.00 B)
10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt (427.00 B)
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt (389.00 B)
10. Binomial 1.html (8.71 KB)
11. Binomial 2-Uy7b3aMPnEY.ar.vtt (202.00 B)
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11. Binomial 2-Uy7b3aMPnEY.mp4 (1.86 MB)
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11. Binomial 2-d4LWnxyvrTQ.ar.vtt (265.00 B)
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11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt (246.00 B)
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt (170.00 B)
11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
12. Binomial 3-Jp2xJOtNQZ0.en.vtt (628.00 B)
12. Binomial 3-Jp2xJOtNQZ0.es-ES.vtt (665.00 B)
12. Binomial 3-Jp2xJOtNQZ0.ja.vtt (572.00 B)
12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
12. Binomial 3-Jp2xJOtNQZ0.pt-BR.vtt (694.00 B)
12. Binomial 3-Jp2xJOtNQZ0.zh-CN.vtt (554.00 B)
12. Binomial 3-YIELbuet-ZE.ar.vtt (1.85 KB)
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12. Binomial 3-YIELbuet-ZE.ja.vtt (1.15 KB)
12. Binomial 3-YIELbuet-ZE.mp4 (7.14 MB)
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
12. Binomial 3-YIELbuet-ZE.zh-CN.vtt (1010.00 B)
12. Binomial 3.html (8.54 KB)
13. Binomial 4-lPrKmvckG4E.ar.vtt (1.39 KB)
13. Binomial 4-lPrKmvckG4E.en.vtt (1.12 KB)
13. Binomial 4-lPrKmvckG4E.es-ES.vtt (1.11 KB)
13. Binomial 4-lPrKmvckG4E.ja.vtt (1.08 KB)
13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt (1.48 KB)
13. Binomial 4-lPrKmvckG4E.zh-CN.vtt (920.00 B)
13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
13. Binomial 4-mvJUNYfHngY.en.vtt (479.00 B)
13. Binomial 4-mvJUNYfHngY.es-ES.vtt (502.00 B)
13. Binomial 4-mvJUNYfHngY.ja.vtt (403.00 B)
13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt (500.00 B)
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt (321.00 B)
13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
14. Binomial 5-8jcCGD986jk.en.vtt (342.00 B)
14. Binomial 5-8jcCGD986jk.es-ES.vtt (355.00 B)
14. Binomial 5-8jcCGD986jk.ja.vtt (371.00 B)
14. Binomial 5-8jcCGD986jk.mp4 (2.51 MB)
14. Binomial 5-8jcCGD986jk.pt-BR.vtt (473.00 B)
14. Binomial 5-8jcCGD986jk.zh-CN.vtt (311.00 B)
14. Binomial 5-yof0QiP2mzk.ar.vtt (303.00 B)
14. Binomial 5-yof0QiP2mzk.en.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.es-ES.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.ja.vtt (212.00 B)
14. Binomial 5-yof0QiP2mzk.mp4 (1.01 MB)
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
14. Binomial 5-yof0QiP2mzk.zh-CN.vtt (195.00 B)
14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
15. Binomial 6-CQHRYIU6v9Q.en.vtt (340.00 B)
15. Binomial 6-CQHRYIU6v9Q.es-ES.vtt (327.00 B)
15. Binomial 6-CQHRYIU6v9Q.ja.vtt (298.00 B)
15. Binomial 6-CQHRYIU6v9Q.mp4 (1.73 MB)
15. Binomial 6-CQHRYIU6v9Q.pt-BR.vtt (401.00 B)
15. Binomial 6-CQHRYIU6v9Q.zh-CN.vtt (281.00 B)
15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
15. Binomial 6-n_OrWrZ8tKY.en.vtt (540.00 B)
15. Binomial 6-n_OrWrZ8tKY.es-ES.vtt (538.00 B)
15. Binomial 6-n_OrWrZ8tKY.ja.vtt (531.00 B)
15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt (691.00 B)
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

img (15 files)

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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt (125.00 B)
02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
02. Medical Example 1-mFfbts1lAEo.en.vtt (427.00 B)
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt (466.00 B)
02. Medical Example 1-mFfbts1lAEo.it.vtt (422.00 B)
02. Medical Example 1-mFfbts1lAEo.ja.vtt (444.00 B)
02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
03. Medical Example 2-FV_hc3MzS_8.en.vtt (2.84 KB)
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt (2.99 KB)
03. Medical Example 2-FV_hc3MzS_8.it.vtt (3.02 KB)
03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
03. Medical Example 2-VLLG0rYC7To.en.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt (406.00 B)
03. Medical Example 2-VLLG0rYC7To.it.vtt (409.00 B)
03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt (1.21 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt (1003.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt (1010.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt (1.05 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt (1.81 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt (279.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt (301.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt (289.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
05. Medical Example 4-pL8Bf6tck_A.en.vtt (310.00 B)
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt (332.00 B)
05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
05. Medical Example 4-udduksMWMB4.en.vtt (354.00 B)
05. Medical Example 4-udduksMWMB4.es-ES.vtt (360.00 B)
05. Medical Example 4-udduksMWMB4.it.vtt (359.00 B)
05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
06. Medical Example 5-fqt7NIvMB0s.en.vtt (128.00 B)
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
06. Medical Example 5-fqt7NIvMB0s.it.vtt (127.00 B)
06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
06. Medical Example 5-ys9w-NNKCcU.en.vtt (349.00 B)
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
06. Medical Example 5-ys9w-NNKCcU.it.vtt (341.00 B)
06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
07. Medical Example 6–lC9xztr4zA.en.vtt (433.00 B)
07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
07. Medical Example 6–lC9xztr4zA.it.vtt (414.00 B)
07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
07. Medical Example 6-iyE5h48qPFQ.en.vtt (169.00 B)
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt (166.00 B)
07. Medical Example 6-iyE5h48qPFQ.it.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.ja.vtt (141.00 B)
07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.th.vtt (305.00 B)
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt (163.00 B)
07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
08. Medical Example 7-cw_zgQbAWNU.en.vtt (167.00 B)
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
08. Medical Example 7-cw_zgQbAWNU.it.vtt (171.00 B)
08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
09. Medical Example 8-7k5oAaZamCA.en.vtt (416.00 B)
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt (380.00 B)
09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
09. Medical Example 8-btGdX0ZpkNU.en.vtt (704.00 B)
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt (728.00 B)
09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
09. Medical Example 8-btGdX0ZpkNU.th.vtt (1.17 KB)
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
10. Total Probability-YSYpzFR4k1I.en.vtt (1.90 KB)
10. Total Probability-YSYpzFR4k1I.es-ES.vtt (1.98 KB)
10. Total Probability-YSYpzFR4k1I.it.vtt (1.99 KB)
10. Total Probability-YSYpzFR4k1I.ja.vtt (1.59 KB)
10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt (1.80 KB)
10. Total Probability-YSYpzFR4k1I.th.vtt (3.38 KB)
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt (1.75 KB)
10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
11. Two Coins 1-QIQBb4nLsHc.en.vtt (655.00 B)
11. Two Coins 1-QIQBb4nLsHc.es-ES.vtt (729.00 B)
11. Two Coins 1-QIQBb4nLsHc.it.vtt (702.00 B)
11. Two Coins 1-QIQBb4nLsHc.ja.vtt (717.00 B)
11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt (688.00 B)
11. Two Coins 1-QIQBb4nLsHc.th.vtt (1.54 KB)
11. Two Coins 1-QIQBb4nLsHc.zh-CN.vtt (616.00 B)
11. Two Coins 1-SYnYIjLpbjE.ar.vtt (286.00 B)
11. Two Coins 1-SYnYIjLpbjE.en.vtt (245.00 B)
11. Two Coins 1-SYnYIjLpbjE.es-ES.vtt (258.00 B)
11. Two Coins 1-SYnYIjLpbjE.it.vtt (240.00 B)
11. Two Coins 1-SYnYIjLpbjE.ja.vtt (237.00 B)
11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt (285.00 B)
11. Two Coins 1-SYnYIjLpbjE.th.vtt (415.00 B)
11. Two Coins 1-SYnYIjLpbjE.zh-CN.vtt (244.00 B)
11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
12. Two Coins 2-hoVOT8qcQ7c.en.vtt (1.61 KB)
12. Two Coins 2-hoVOT8qcQ7c.es-ES.vtt (1.72 KB)
12. Two Coins 2-hoVOT8qcQ7c.it.vtt (1.76 KB)
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt (1.68 KB)
12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
12. Two Coins 2-hoVOT8qcQ7c.th.vtt (3.25 KB)
12. Two Coins 2-hoVOT8qcQ7c.zh-CN.vtt (1.55 KB)
12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)
12. Two Coins 2-tI0J14yQr1s.en.vtt (798.00 B)
12. Two Coins 2-tI0J14yQr1s.es-ES.vtt (837.00 B)
12. Two Coins 2-tI0J14yQr1s.it.vtt (832.00 B)
12. Two Coins 2-tI0J14yQr1s.ja.vtt (819.00 B)
12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)
12. Two Coins 2-tI0J14yQr1s.th.vtt (1.64 KB)
12. Two Coins 2-tI0J14yQr1s.zh-CN.vtt (713.00 B)
12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
13. Two Coins 3-GO6kbL3QRBE.en.vtt (1.03 KB)
13. Two Coins 3-GO6kbL3QRBE.es-ES.vtt (1.11 KB)
13. Two Coins 3-GO6kbL3QRBE.it.vtt (1.12 KB)
13. Two Coins 3-GO6kbL3QRBE.ja.vtt (841.00 B)
13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt (1004.00 B)
13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
13. Two Coins 3-JIWv5fU3GLA.en.vtt (2.02 KB)
13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt (2.10 KB)
13. Two Coins 3-JIWv5fU3GLA.it.vtt (2.11 KB)
13. Two Coins 3-JIWv5fU3GLA.ja.vtt (1.85 KB)
13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
13. Two Coins 3-JIWv5fU3GLA.th.vtt (3.52 KB)
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt (845.00 B)
14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
02. Cancer Test-CNpSrdnYvbo.en.vtt (3.25 KB)
02. Cancer Test-CNpSrdnYvbo.es-ES.vtt (3.44 KB)
02. Cancer Test-CNpSrdnYvbo.it.vtt (3.45 KB)
02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
02. Cancer Test-FnNveASivMA.en.vtt (1.05 KB)
02. Cancer Test-FnNveASivMA.es-ES.vtt (1.07 KB)
02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
02. Cancer Test-FnNveASivMA.ja.vtt (1018.00 B)
02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
03. Prior And Posterior-GlmS_jox08s.en.vtt (351.00 B)
03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
03. Prior And Posterior-o2Tpws5C2Eg.en.vtt (3.28 KB)
03. Prior And Posterior-o2Tpws5C2Eg.es-ES.vtt (3.41 KB)
03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
04. Normalizing 1-9SbUxcyDTaQ.it.vtt (372.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt (353.00 B)
04. Normalizing 1-9SbUxcyDTaQ.mp4 (2.23 MB)
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt (418.00 B)
04. Normalizing 1-9SbUxcyDTaQ.th.vtt (700.00 B)
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt (303.00 B)
04. Normalizing 1.html (11.16 KB)
05. Normalizing 2–pOzdj6pnbA.ar.vtt (95.00 B)
05. Normalizing 2–pOzdj6pnbA.en.vtt (89.00 B)
05. Normalizing 2–pOzdj6pnbA.es-ES.vtt (109.00 B)
05. Normalizing 2–pOzdj6pnbA.it.vtt (90.00 B)
05. Normalizing 2–pOzdj6pnbA.ja.vtt (91.00 B)
05. Normalizing 2–pOzdj6pnbA.mp4 (671.97 KB)
05. Normalizing 2–pOzdj6pnbA.pt-BR.vtt (92.00 B)
05. Normalizing 2–pOzdj6pnbA.th.vtt (108.00 B)
05. Normalizing 2–pOzdj6pnbA.zh-CN.vtt (87.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt (903.00 B)
05. Normalizing 2-WYA5Zbf8HC4.en.vtt (646.00 B)
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt (681.00 B)
05. Normalizing 2-WYA5Zbf8HC4.it.vtt (712.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt (618.00 B)
05. Normalizing 2-WYA5Zbf8HC4.mp4 (4.26 MB)
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt (769.00 B)
05. Normalizing 2-WYA5Zbf8HC4.th.vtt (1.09 KB)
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt (553.00 B)
05. Normalizing 2.html (11.17 KB)
06. Normalizing 3-V96RcbbVP7Q.ar.vtt (283.00 B)
06. Normalizing 3-V96RcbbVP7Q.en.vtt (219.00 B)
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt (234.00 B)
06. Normalizing 3-V96RcbbVP7Q.it.vtt (231.00 B)
06. Normalizing 3-V96RcbbVP7Q.ja.vtt (199.00 B)
06. Normalizing 3-V96RcbbVP7Q.mp4 (1.22 MB)
06. Normalizing 3-V96RcbbVP7Q.pt-BR.vtt (253.00 B)
06. Normalizing 3-V96RcbbVP7Q.th.vtt (339.00 B)
06. Normalizing 3-V96RcbbVP7Q.zh-CN.vtt (198.00 B)
06. Normalizing 3-etrUbOAoh1U.ar.vtt (110.00 B)
06. Normalizing 3-etrUbOAoh1U.en.vtt (103.00 B)
06. Normalizing 3-etrUbOAoh1U.es-ES.vtt (109.00 B)
06. Normalizing 3-etrUbOAoh1U.it.vtt (96.00 B)
06. Normalizing 3-etrUbOAoh1U.ja.vtt (94.00 B)
06. Normalizing 3-etrUbOAoh1U.mp4 (650.53 KB)
06. Normalizing 3-etrUbOAoh1U.pt-BR.vtt (108.00 B)
06. Normalizing 3-etrUbOAoh1U.th.vtt (135.00 B)
06. Normalizing 3-etrUbOAoh1U.zh-CN.vtt (90.00 B)
06. Normalizing 3.html (11.17 KB)
07. Total Probability-_hXCgF-aMB0.ar.vtt (176.00 B)
07. Total Probability-_hXCgF-aMB0.en.vtt (140.00 B)
07. Total Probability-_hXCgF-aMB0.es-ES.vtt (143.00 B)
07. Total Probability-_hXCgF-aMB0.it.vtt (129.00 B)
07. Total Probability-_hXCgF-aMB0.ja.vtt (142.00 B)
07. Total Probability-_hXCgF-aMB0.mp4 (672.27 KB)
07. Total Probability-_hXCgF-aMB0.pt-BR.vtt (164.00 B)
07. Total Probability-_hXCgF-aMB0.th.vtt (240.00 B)
07. Total Probability-_hXCgF-aMB0.zh-CN.vtt (127.00 B)
07. Total Probability-fAaE5K9OZJc.ar.vtt (404.00 B)
07. Total Probability-fAaE5K9OZJc.en.vtt (313.00 B)
07. Total Probability-fAaE5K9OZJc.es-ES.vtt (333.00 B)
07. Total Probability-fAaE5K9OZJc.it.vtt (324.00 B)
07. Total Probability-fAaE5K9OZJc.ja.vtt (345.00 B)
07. Total Probability-fAaE5K9OZJc.mp4 (2.08 MB)
07. Total Probability-fAaE5K9OZJc.pt-BR.vtt (391.00 B)
07. Total Probability-fAaE5K9OZJc.th.vtt (579.00 B)
07. Total Probability-fAaE5K9OZJc.zh-CN.vtt (297.00 B)
07. Total Probability.html (11.26 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ar.vtt (2.42 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.en.vtt (1.92 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.es-ES.vtt (1.95 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.it.vtt (2.09 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ja.vtt (1.98 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4 (12.52 MB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.pt-BR.vtt (2.17 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.th.vtt (3.48 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.zh-CN.vtt (1.70 KB)
08. Bayes Rule Diagram.html (9.52 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ar.vtt (1.44 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en-GB.vtt (1.93 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en.vtt (1.14 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.es-ES.vtt (1.18 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.it.vtt (1.21 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ja.vtt (1.08 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.mp4 (7.38 MB)
09. Equivalent Diagram-aUFWZ2uJuBE.pt-BR.vtt (1.30 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.zh-CN.vtt (1014.00 B)
09. Equivalent Diagram.html (9.81 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.ar.vtt (190.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.en.vtt (152.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.es-ES.vtt (165.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.it.vtt (174.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.ja.vtt (155.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.mp4 (479.60 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.pt-BR.vtt (216.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.zh-CN.vtt (158.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ar.vtt (615.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en-GB.vtt (868.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en.vtt (455.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.es-ES.vtt (471.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.it.vtt (456.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ja.vtt (420.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.mp4 (2.85 MB)
10. Cancer Probabilities-CMQBKuYjPBM.pt-BR.vtt (523.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.zh-CN.vtt (408.00 B)
10. Cancer Probabilities.html (11.80 KB)
11. Probability Given Test-41HCYR-NW-w.ar.vtt (524.00 B)
11. Probability Given Test-41HCYR-NW-w.en.vtt (370.00 B)
11. Probability Given Test-41HCYR-NW-w.es-ES.vtt (412.00 B)
11. Probability Given Test-41HCYR-NW-w.ja.vtt (350.00 B)
11. Probability Given Test-41HCYR-NW-w.mp4 (2.56 MB)
11. Probability Given Test-41HCYR-NW-w.pt-BR.vtt (501.00 B)
11. Probability Given Test-41HCYR-NW-w.zh-CN.vtt (298.00 B)
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14. Disease Test 1-05upwXtARuo.ar.vtt (829.00 B)
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21. Robot Sensing 1–TBAfU1cjRU.ar.vtt (844.00 B)
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30. Sebastian At Home-R4zq6mPPMxs.ar.vtt (1.89 KB)
30. Sebastian At Home-R4zq6mPPMxs.en.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.es-ES.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.ja.vtt (1.46 KB)
30. Sebastian At Home-R4zq6mPPMxs.mp4 (11.04 MB)
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt (1.73 KB)
30. Sebastian At Home-R4zq6mPPMxs.zh-CN.vtt (1.22 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ar.vtt (1.51 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.en.vtt (1.04 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.es-ES.vtt (1.14 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ja.vtt (1.13 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.mp4 (7.74 MB)
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt (1.30 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt (930.00 B)
30. Sebastian At Home.html (10.84 KB)
31. Learning Objectives – Conditional Probability.html (18.64 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.ar.vtt (1.88 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.en.vtt (1.48 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.mp4 (4.40 MB)
32. Reducing Uncertainty-zuFMhmKQ–o.pt-BR.vtt (1.50 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.zh-CN.vtt (1.23 KB)
32. Reducing Uncertainty.html (9.09 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.ar.vtt (1.27 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.en.vtt (979.00 B)
33. Bayes’ Rule and Robotics-meNSO42JF6I.mp4 (2.91 MB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.pt-BR.vtt (1.14 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.zh-CN.vtt (892.00 B)
33. Bayes’ Rule and Robotics.html (9.16 KB)
34. Learning from Sensor Data.html (12.38 KB)
35. Using Sensor Data-vhl-SADfti8.ar.vtt (2.19 KB)
35. Using Sensor Data-vhl-SADfti8.en.vtt (1.59 KB)
35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt (579.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

img (28 files)

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screen-shot-2017-08-02-at-4.57.01-pm.png (84.00 KB)

Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
03. Better Formula-vMAl1m8ZtoI.ja.vtt (492.00 B)
03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt (523.00 B)
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt (441.00 B)
03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
03. Better Formula-z2xsu2Kehyo.en.vtt (216.00 B)
03. Better Formula-z2xsu2Kehyo.es-ES.vtt (231.00 B)
03. Better Formula-z2xsu2Kehyo.ja.vtt (202.00 B)
03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.zh-CN.vtt (1.07 KB)
04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
04. Quadratics-GzRNoodJZxk.en.vtt (571.00 B)
04. Quadratics-GzRNoodJZxk.es-ES.vtt (565.00 B)
04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
05. Quadratics 2-HjpgML5zsUE.en.vtt (879.00 B)
05. Quadratics 2-HjpgML5zsUE.es-ES.vtt (886.00 B)
05. Quadratics 2-HjpgML5zsUE.ja.vtt (760.00 B)
05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt (659.00 B)
05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
05. Quadratics 2-N-wpkttwcoA.en.vtt (738.00 B)
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt (823.00 B)
05. Quadratics 2-N-wpkttwcoA.ja.vtt (710.00 B)
05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt (461.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt (403.00 B)
06. Quadratics 3-YSMWpFM92S0.ar.vtt (974.00 B)
06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
07. Quadratics 4-yimIE9fCvi8.en.vtt (591.00 B)
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt (519.00 B)
07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
07. Quadratics 4-zB2Y-5YEIec.en.vtt (496.00 B)
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt (516.00 B)
07. Quadratics 4-zB2Y-5YEIec.ja.vtt (389.00 B)
07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
08. Maximum-02v8ui9riew.en.vtt (1.27 KB)
08. Maximum-02v8ui9riew.es-ES.vtt (1.28 KB)
08. Maximum-02v8ui9riew.ja.vtt (1.10 KB)
08. Maximum-02v8ui9riew.mp4 (6.58 MB)
08. Maximum-02v8ui9riew.pt-BR.vtt (1.29 KB)
08. Maximum-02v8ui9riew.zh-CN.vtt (1.06 KB)
08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
08. Maximum-MZoYGBZTh-g.en.vtt (599.00 B)
08. Maximum-MZoYGBZTh-g.es-ES.vtt (629.00 B)
08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
09. Maximum Value-rjpcSymYulE.en.vtt (364.00 B)
09. Maximum Value-rjpcSymYulE.es-ES.vtt (389.00 B)
09. Maximum Value-rjpcSymYulE.ja.vtt (302.00 B)
09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
09. Maximum Value-rjpcSymYulE.zh-CN.vtt (328.00 B)
09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
09. Maximum Value-z_eElEkVOPY.en.vtt (387.00 B)
09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
09. Maximum Value-z_eElEkVOPY.ja.vtt (304.00 B)
09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
10. Minimum-tiv8VKPL7jg.en.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

img (12 files)

48658976.gif (80.19 KB)
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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
f4.gif (1.13 KB)
f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
05. Match Points with Clusters-lS5DfbsWH34.pt-BR.vtt (781.00 B)
05. Match Points with Clusters-lS5DfbsWH34.zh-CN.vtt (680.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt (682.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.en.vtt (613.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.mp4 (2.75 MB)
05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt (671.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt (589.00 B)
05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.en.vtt (595.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.pt-BR.vtt (606.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.zh-CN.vtt (488.00 B)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt (1.63 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.zh-CN.vtt (1.43 KB)
06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
07. Moving Centers 2-FY0DXe0lfrI.en.vtt (368.00 B)
07. Moving Centers 2-FY0DXe0lfrI.mp4 (1.34 MB)
07. Moving Centers 2-FY0DXe0lfrI.pt-BR.vtt (370.00 B)
07. Moving Centers 2-FY0DXe0lfrI.zh-CN.vtt (361.00 B)
07. Moving Centers 2-uC1Xwc7warg.ar.vtt (444.00 B)
07. Moving Centers 2-uC1Xwc7warg.en.vtt (312.00 B)
07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
07. Moving Centers 2-uC1Xwc7warg.pt-BR.vtt (326.00 B)
07. Moving Centers 2-uC1Xwc7warg.zh-CN.vtt (332.00 B)
07. Moving Centers 2.html (9.07 KB)
08. Match Points (again)-5j6VZr8sHo8.ar.vtt (1.59 KB)
08. Match Points (again)-5j6VZr8sHo8.en.vtt (1.22 KB)
08. Match Points (again)-5j6VZr8sHo8.mp4 (5.13 MB)
08. Match Points (again)-5j6VZr8sHo8.pt-BR.vtt (1.28 KB)
08. Match Points (again)-5j6VZr8sHo8.zh-CN.vtt (1.01 KB)
08. Match Points (again)-9J3IwQFXveI.ar.vtt (510.00 B)
08. Match Points (again)-9J3IwQFXveI.en.vtt (355.00 B)
08. Match Points (again)-9J3IwQFXveI.mp4 (1.06 MB)
08. Match Points (again)-9J3IwQFXveI.pt-BR.vtt (369.00 B)
08. Match Points (again)-9J3IwQFXveI.zh-CN.vtt (355.00 B)
08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
09. Handoff to Katie-knrPsGtpyQY.en.vtt (207.00 B)
09. Handoff to Katie-knrPsGtpyQY.mp4 (782.02 KB)
09. Handoff to Katie-knrPsGtpyQY.pt-BR.vtt (204.00 B)
09. Handoff to Katie-knrPsGtpyQY.zh-CN.vtt (206.00 B)
09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.en.vtt (451.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.pt-BR.vtt (454.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.zh-CN.vtt (424.00 B)
10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.en.vtt (1.55 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.mp4 (3.34 MB)
10. K-Means Cluster Visualization-iCTPBcowJRY.pt-BR.vtt (1.45 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt (4.85 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.en.vtt (3.51 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4 (10.53 MB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.pt-BR.vtt (3.39 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.zh-CN.vtt (3.04 KB)
11. K-Means Clustering Visualization 2.html (7.83 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt (3.67 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.en.vtt (2.59 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.zh-CN.vtt (2.27 KB)
12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
13. Sklearn-3zHUAXcoZ7c.en.vtt (6.64 KB)
13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
15. Limitations of K-Means-4Fkfu37el_k.pt-BR.vtt (856.00 B)
15. Limitations of K-Means-4Fkfu37el_k.zh-CN.vtt (812.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.en.vtt (315.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
15. Limitations of K-Means-nvLhUSSUhiY.pt-BR.vtt (306.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.en.vtt (2.17 KB)
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16. Counterintuitive Clusters-StmEUgT1XSY.zh-CN.vtt (1.90 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt (1.35 KB)
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16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
16. Counterintuitive Clusters-aveIz1JYeAg.pt-BR.vtt (1.02 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.zh-CN.vtt (924.00 B)
16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.en.vtt (1.48 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.pt-BR.vtt (1.54 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.zh-CN.vtt (1.37 KB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.en.vtt (665.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.zh-CN.vtt (633.00 B)
17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
screen-shot-2018-01-06-at-9.41.01-pm.png (110.70 KB)
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student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

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screen-shot-2018-05-26-at-4.32.19-pm.png (152.53 KB)
screen-shot-2018-05-26-at-4.37.05-pm.png (126.82 KB)
screen-shot-2018-05-26-at-4.51.08-pm.png (313.39 KB)
screen-shot-2018-05-26-at-5.00.26-pm.png (135.65 KB)

Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
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screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
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screen-shot-2018-04-23-at-4.14.19-pm.png (395.38 KB)
stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
10. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
10. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
10. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
10. Text Processing.html (6.65 KB)
11. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
11. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
11. Feature Extraction.html (6.70 KB)
12. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
12. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
12. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
12. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
12. Modeling.html (6.24 KB)
index.html (4.86 KB)

css (5 files)

bootstrap.min.css (137.64 KB)
jquery.mCustomScrollbar.min.css (41.83 KB)
katex.min.css (21.56 KB)
plyr.css (23.62 KB)
styles.css (4.02 KB)

fonts (60 files)

KaTeX_AMS-Regular.ttf (69.75 KB)
KaTeX_AMS-Regular.woff (39.26 KB)
KaTeX_AMS-Regular.woff2 (32.43 KB)
KaTeX_Caligraphic-Bold.ttf (19.13 KB)
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KaTeX_Typewriter-Regular.woff (20.43 KB)
KaTeX_Typewriter-Regular.woff2 (17.13 KB)

img (1 files)

udacimak.png (461.07 KB)

js (5 files)

bootstrap.min.js (49.85 KB)
jquery-3.3.1.min.js (84.89 KB)
jquery.mCustomScrollbar.concat.min.js (44.42 KB)
katex.min.js (231.26 KB)
plyr.polyfilled.min.js (126.16 KB)

Build a More Complete Trading Study Path

Use the Trading Courses category or the curated Trading Courses Cheap list to compare related programs. Check latest course updates before choosing your next module.

Recommended related courses

Udara Shehan – Alchemist FX
Uday Dave – Champion Day Trader
Ultimate Titan Trader

Independent learning resource: Udacity AI Trading Strategies program information.

Final Verdict

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What Is Included in the Udacity – AI for Trading Course?

Package fact	Verified value	Why it matters
Folders / files	151 / 7010	You can assess the package scope before ordering.
Total listed size	7.32 GB	Useful for download and storage planning.
Detected formats	VTT (3717), HTML (1554), MP4 (1240), PNG (281), GIF (124), TTF (20), WOFF (20)	Shows the mix of lessons and supporting resources.
Delivery	Instant download	Start organizing the material after checkout.

What You Will Study

Market mechanics and data processing
Momentum, breakout and mean-reversion research
Portfolio optimization and factor models
NLP, neural networks and financial data

✓ Strong fit

The exact index is visible before purchase, and the package connects the named topics in one organized learning path.

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Complete Udacity – AI for Trading Course Index

Open each section to inspect the supplied filenames and listed sizes. The index is grouped into collapsible panels so a large curriculum remains easy to scan.

Root files (1 files)

index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
screen-shot-2018-08-20-at-4.07.31-pm.png (282.00 KB)
screen-shot-2019-02-26-at-4.09.24-pm.png (104.90 KB)
screen-shot-2019-02-26-at-4.25.04-pm.png (20.85 KB)
talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
screen-shot-2018-11-07-at-10.23.07-pm.png (366.06 KB)
screen-shot-2018-11-07-at-9.55.40-pm.png (222.17 KB)
screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
screen-shot-2018-10-29-at-5.29.38-pm.png (104.85 KB)
screen-shot-2018-10-29-at-5.35.49-pm.png (255.40 KB)
screen-shot-2018-10-29-at-5.40.03-pm.png (389.40 KB)

Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
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Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
screen-shot-2018-10-29-at-3.28.20-pm.png (65.29 KB)
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screen-shot-2018-10-29-at-3.55.55-pm.png (93.60 KB)
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screen-shot-2018-10-29-at-4.34.30-pm.png (71.37 KB)
screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
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perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
6499079068.gif (445.94 KB)
6509638772.gif (711.08 KB)
6551597473.gif (444.36 KB)
mat-leonard-circle.png (384.91 KB)

Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
screen-shot-2018-01-19-at-1.57.42-pm.png (114.23 KB)
screen-shot-2018-01-19-at-1.58.00-pm.png (126.03 KB)
screen-shot-2018-01-19-at-2.24.21-pm.png (218.72 KB)
screen-shot-2018-01-19-at-2.28.03-pm.png (90.71 KB)
screen-shot-2018-02-21-at-6.41.35-pm.png (18.77 KB)
screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

48678737.gif (77.74 KB)
48680638.gif (68.34 KB)
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Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
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18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

48667978.gif (84.52 KB)
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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt (233.00 B)
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt (256.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt (180.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt (1.06 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt (898.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt (319.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt (238.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt (242.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt (247.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt (1.71 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt (256.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt (304.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt (908.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt (900.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt (923.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
08. Formula-DTdS-LlMTQ0.en.vtt (931.00 B)
08. Formula-DTdS-LlMTQ0.es-ES.vtt (948.00 B)
08. Formula-DTdS-LlMTQ0.ja.vtt (984.00 B)
08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
08. Formula-DTdS-LlMTQ0.pt-BR.vtt (1.19 KB)
08. Formula-DTdS-LlMTQ0.zh-CN.vtt (695.00 B)
08. Formula-yTr8zCHdo5M.ar.vtt (334.00 B)
08. Formula-yTr8zCHdo5M.en.vtt (240.00 B)
08. Formula-yTr8zCHdo5M.es-ES.vtt (236.00 B)
08. Formula-yTr8zCHdo5M.ja.vtt (217.00 B)
08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
09. Arrangements-GeINbOOYkF8.ar.vtt (2.27 KB)
09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
09. Arrangements-GeINbOOYkF8.ja.vtt (1.70 KB)
09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
09. Arrangements-NRPcnpmFCg8.en.vtt (453.00 B)
09. Arrangements-NRPcnpmFCg8.es-ES.vtt (493.00 B)
09. Arrangements-NRPcnpmFCg8.ja.vtt (473.00 B)
09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
10. Binomial 1-07vOaYwecII.en.vtt (856.00 B)
10. Binomial 1-07vOaYwecII.es-ES.vtt (870.00 B)
10. Binomial 1-07vOaYwecII.ja.vtt (828.00 B)
10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
10. Binomial 1-07vOaYwecII.pt-BR.vtt (974.00 B)
10. Binomial 1-07vOaYwecII.zh-CN.vtt (689.00 B)
10. Binomial 1-RBfFHxEjsIU.ar.vtt (533.00 B)
10. Binomial 1-RBfFHxEjsIU.en.vtt (399.00 B)
10. Binomial 1-RBfFHxEjsIU.es-ES.vtt (424.00 B)
10. Binomial 1-RBfFHxEjsIU.ja.vtt (301.00 B)
10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt (427.00 B)
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt (389.00 B)
10. Binomial 1.html (8.71 KB)
11. Binomial 2-Uy7b3aMPnEY.ar.vtt (202.00 B)
11. Binomial 2-Uy7b3aMPnEY.en.vtt (165.00 B)
11. Binomial 2-Uy7b3aMPnEY.es-ES.vtt (170.00 B)
11. Binomial 2-Uy7b3aMPnEY.ja.vtt (190.00 B)
11. Binomial 2-Uy7b3aMPnEY.mp4 (1.86 MB)
11. Binomial 2-Uy7b3aMPnEY.pt-BR.vtt (284.00 B)
11. Binomial 2-Uy7b3aMPnEY.zh-CN.vtt (150.00 B)
11. Binomial 2-d4LWnxyvrTQ.ar.vtt (265.00 B)
11. Binomial 2-d4LWnxyvrTQ.en.vtt (222.00 B)
11. Binomial 2-d4LWnxyvrTQ.es-ES.vtt (238.00 B)
11. Binomial 2-d4LWnxyvrTQ.ja.vtt (197.00 B)
11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt (246.00 B)
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt (170.00 B)
11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
12. Binomial 3-Jp2xJOtNQZ0.en.vtt (628.00 B)
12. Binomial 3-Jp2xJOtNQZ0.es-ES.vtt (665.00 B)
12. Binomial 3-Jp2xJOtNQZ0.ja.vtt (572.00 B)
12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
12. Binomial 3-Jp2xJOtNQZ0.pt-BR.vtt (694.00 B)
12. Binomial 3-Jp2xJOtNQZ0.zh-CN.vtt (554.00 B)
12. Binomial 3-YIELbuet-ZE.ar.vtt (1.85 KB)
12. Binomial 3-YIELbuet-ZE.en.vtt (1.27 KB)
12. Binomial 3-YIELbuet-ZE.es-ES.vtt (1.27 KB)
12. Binomial 3-YIELbuet-ZE.ja.vtt (1.15 KB)
12. Binomial 3-YIELbuet-ZE.mp4 (7.14 MB)
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
12. Binomial 3-YIELbuet-ZE.zh-CN.vtt (1010.00 B)
12. Binomial 3.html (8.54 KB)
13. Binomial 4-lPrKmvckG4E.ar.vtt (1.39 KB)
13. Binomial 4-lPrKmvckG4E.en.vtt (1.12 KB)
13. Binomial 4-lPrKmvckG4E.es-ES.vtt (1.11 KB)
13. Binomial 4-lPrKmvckG4E.ja.vtt (1.08 KB)
13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt (1.48 KB)
13. Binomial 4-lPrKmvckG4E.zh-CN.vtt (920.00 B)
13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
13. Binomial 4-mvJUNYfHngY.en.vtt (479.00 B)
13. Binomial 4-mvJUNYfHngY.es-ES.vtt (502.00 B)
13. Binomial 4-mvJUNYfHngY.ja.vtt (403.00 B)
13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt (500.00 B)
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt (321.00 B)
13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
14. Binomial 5-8jcCGD986jk.en.vtt (342.00 B)
14. Binomial 5-8jcCGD986jk.es-ES.vtt (355.00 B)
14. Binomial 5-8jcCGD986jk.ja.vtt (371.00 B)
14. Binomial 5-8jcCGD986jk.mp4 (2.51 MB)
14. Binomial 5-8jcCGD986jk.pt-BR.vtt (473.00 B)
14. Binomial 5-8jcCGD986jk.zh-CN.vtt (311.00 B)
14. Binomial 5-yof0QiP2mzk.ar.vtt (303.00 B)
14. Binomial 5-yof0QiP2mzk.en.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.es-ES.vtt (219.00 B)
14. Binomial 5-yof0QiP2mzk.ja.vtt (212.00 B)
14. Binomial 5-yof0QiP2mzk.mp4 (1.01 MB)
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
14. Binomial 5-yof0QiP2mzk.zh-CN.vtt (195.00 B)
14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
15. Binomial 6-CQHRYIU6v9Q.en.vtt (340.00 B)
15. Binomial 6-CQHRYIU6v9Q.es-ES.vtt (327.00 B)
15. Binomial 6-CQHRYIU6v9Q.ja.vtt (298.00 B)
15. Binomial 6-CQHRYIU6v9Q.mp4 (1.73 MB)
15. Binomial 6-CQHRYIU6v9Q.pt-BR.vtt (401.00 B)
15. Binomial 6-CQHRYIU6v9Q.zh-CN.vtt (281.00 B)
15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
15. Binomial 6-n_OrWrZ8tKY.en.vtt (540.00 B)
15. Binomial 6-n_OrWrZ8tKY.es-ES.vtt (538.00 B)
15. Binomial 6-n_OrWrZ8tKY.ja.vtt (531.00 B)
15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt (691.00 B)
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

img (15 files)

48204962.gif (58.29 KB)
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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt (125.00 B)
02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
02. Medical Example 1-mFfbts1lAEo.en.vtt (427.00 B)
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt (466.00 B)
02. Medical Example 1-mFfbts1lAEo.it.vtt (422.00 B)
02. Medical Example 1-mFfbts1lAEo.ja.vtt (444.00 B)
02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
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03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
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03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
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04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
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04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
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04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
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04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
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05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
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05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
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06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
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06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
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06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
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06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
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07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
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07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
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07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
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07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
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08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
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08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
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09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
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09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
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09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
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09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
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10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
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10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
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11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
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11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
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11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
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12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
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12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
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12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
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13. Two Coins 3-GO6kbL3QRBE.it.vtt (1.12 KB)
13. Two Coins 3-GO6kbL3QRBE.ja.vtt (841.00 B)
13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
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13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
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13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
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13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
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14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
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02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
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02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
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02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
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03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
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03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
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23. Robot Sensing 3–6l4_oprDOk.pt-BR.vtt (317.00 B)
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23. Robot Sensing 3–6l4_oprDOk.zh-CN.vtt (282.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.ar.vtt (783.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.en.vtt (663.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.es-ES.vtt (679.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.ja.vtt (657.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.mp4 (5.55 MB)
23. Robot Sensing 3-m1LSU9SPZ2k.pt-BR.vtt (687.00 B)
23. Robot Sensing 3-m1LSU9SPZ2k.zh-CN.vtt (622.00 B)
23. Robot Sensing 3.html (11.16 KB)
24. Robot Sensing 4-d_fbDqAGVdE.ar.vtt (252.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.en.vtt (214.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.es-ES.vtt (221.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.ja.vtt (198.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.mp4 (1.06 MB)
24. Robot Sensing 4-d_fbDqAGVdE.pt-BR.vtt (202.00 B)
24. Robot Sensing 4-d_fbDqAGVdE.zh-CN.vtt (207.00 B)
24. Robot Sensing 4-vasdN2Gol0M.ar.vtt (2.21 KB)
24. Robot Sensing 4-vasdN2Gol0M.en.vtt (1.67 KB)
24. Robot Sensing 4-vasdN2Gol0M.es-ES.vtt (1.69 KB)
24. Robot Sensing 4-vasdN2Gol0M.ja.vtt (1.52 KB)
24. Robot Sensing 4-vasdN2Gol0M.mp4 (9.87 MB)
24. Robot Sensing 4-vasdN2Gol0M.pt-BR.vtt (1.58 KB)
24. Robot Sensing 4-vasdN2Gol0M.th.vtt (2.98 KB)
24. Robot Sensing 4-vasdN2Gol0M.zh-CN.vtt (1.56 KB)
24. Robot Sensing 4.html (10.87 KB)
25. Robot Sensing 5-PGG9agooCvw.ar.vtt (544.00 B)
25. Robot Sensing 5-PGG9agooCvw.en.vtt (414.00 B)
25. Robot Sensing 5-PGG9agooCvw.es-ES.vtt (451.00 B)
25. Robot Sensing 5-PGG9agooCvw.ja.vtt (395.00 B)
25. Robot Sensing 5-PGG9agooCvw.mp4 (1.74 MB)
25. Robot Sensing 5-PGG9agooCvw.pt-BR.vtt (410.00 B)
25. Robot Sensing 5-PGG9agooCvw.th.vtt (667.00 B)
25. Robot Sensing 5-PGG9agooCvw.zh-CN.vtt (420.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ar.vtt (118.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.en.vtt (97.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.es-ES.vtt (108.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.ja.vtt (123.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.mp4 (506.06 KB)
25. Robot Sensing 5-tIrqdYTT_9Q.pt-BR.vtt (106.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.th.vtt (137.00 B)
25. Robot Sensing 5-tIrqdYTT_9Q.zh-CN.vtt (110.00 B)
25. Robot Sensing 5.html (10.99 KB)
26. Robot Sensing 6-Se-ddM2Wdac.ar.vtt (175.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.en.vtt (147.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.es-ES.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.ja.vtt (176.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.mp4 (484.71 KB)
26. Robot Sensing 6-Se-ddM2Wdac.pt-BR.vtt (157.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.th.vtt (240.00 B)
26. Robot Sensing 6-Se-ddM2Wdac.zh-CN.vtt (149.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ar.vtt (456.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.en.vtt (343.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.es-ES.vtt (348.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.ja.vtt (326.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.mp4 (1.58 MB)
26. Robot Sensing 6-hXyXlk0gYzk.pt-BR.vtt (329.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.th.vtt (554.00 B)
26. Robot Sensing 6-hXyXlk0gYzk.zh-CN.vtt (331.00 B)
26. Robot Sensing 6.html (10.99 KB)
27. Robot Sensing 7-clFL503NPyY.ar.vtt (126.00 B)
27. Robot Sensing 7-clFL503NPyY.en.vtt (109.00 B)
27. Robot Sensing 7-clFL503NPyY.es-ES.vtt (118.00 B)
27. Robot Sensing 7-clFL503NPyY.ja.vtt (113.00 B)
27. Robot Sensing 7-clFL503NPyY.mp4 (218.29 KB)
27. Robot Sensing 7-clFL503NPyY.pt-BR.vtt (108.00 B)
27. Robot Sensing 7-clFL503NPyY.th.vtt (177.00 B)
27. Robot Sensing 7-clFL503NPyY.zh-CN.vtt (108.00 B)
27. Robot Sensing 7-goEMc0w58xM.ar.vtt (211.00 B)
27. Robot Sensing 7-goEMc0w58xM.en.vtt (155.00 B)
27. Robot Sensing 7-goEMc0w58xM.es-ES.vtt (174.00 B)
27. Robot Sensing 7-goEMc0w58xM.ja.vtt (175.00 B)
27. Robot Sensing 7-goEMc0w58xM.mp4 (473.30 KB)
27. Robot Sensing 7-goEMc0w58xM.pt-BR.vtt (169.00 B)
27. Robot Sensing 7-goEMc0w58xM.th.vtt (244.00 B)
27. Robot Sensing 7-goEMc0w58xM.zh-CN.vtt (158.00 B)
27. Robot Sensing 7.html (10.99 KB)
28. Robot Sensing 8-hyAQ28MYmc4.ar.vtt (315.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.en.vtt (248.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.es-ES.vtt (243.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.ja.vtt (200.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.mp4 (978.72 KB)
28. Robot Sensing 8-hyAQ28MYmc4.pt-BR.vtt (249.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.th.vtt (393.00 B)
28. Robot Sensing 8-hyAQ28MYmc4.zh-CN.vtt (226.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ar.vtt (626.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en-GB.vtt (804.00 B)
28. Robot Sensing 8-lmuonrQp_lM.en.vtt (524.00 B)
28. Robot Sensing 8-lmuonrQp_lM.es-ES.vtt (531.00 B)
28. Robot Sensing 8-lmuonrQp_lM.ja.vtt (541.00 B)
28. Robot Sensing 8-lmuonrQp_lM.mp4 (3.35 MB)
28. Robot Sensing 8-lmuonrQp_lM.pt-BR.vtt (497.00 B)
28. Robot Sensing 8-lmuonrQp_lM.zh-CN.vtt (492.00 B)
28. Robot Sensing 8.html (11.57 KB)
29. Generalizing-SdMk3aROgSc.ar.vtt (1.73 KB)
29. Generalizing-SdMk3aROgSc.en.vtt (1.24 KB)
29. Generalizing-SdMk3aROgSc.es-ES.vtt (1.32 KB)
29. Generalizing-SdMk3aROgSc.ja.vtt (1.22 KB)
29. Generalizing-SdMk3aROgSc.mp4 (6.27 MB)
29. Generalizing-SdMk3aROgSc.pt-BR.vtt (1.33 KB)
29. Generalizing-SdMk3aROgSc.zh-CN.vtt (1.17 KB)
29. Generalizing.html (9.23 KB)
30. Sebastian At Home-R4zq6mPPMxs.ar.vtt (1.89 KB)
30. Sebastian At Home-R4zq6mPPMxs.en.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.es-ES.vtt (1.44 KB)
30. Sebastian At Home-R4zq6mPPMxs.ja.vtt (1.46 KB)
30. Sebastian At Home-R4zq6mPPMxs.mp4 (11.04 MB)
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt (1.73 KB)
30. Sebastian At Home-R4zq6mPPMxs.zh-CN.vtt (1.22 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ar.vtt (1.51 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.en.vtt (1.04 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.es-ES.vtt (1.14 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.ja.vtt (1.13 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.mp4 (7.74 MB)
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt (1.30 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt (930.00 B)
30. Sebastian At Home.html (10.84 KB)
31. Learning Objectives – Conditional Probability.html (18.64 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.ar.vtt (1.88 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.en.vtt (1.48 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.mp4 (4.40 MB)
32. Reducing Uncertainty-zuFMhmKQ–o.pt-BR.vtt (1.50 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.zh-CN.vtt (1.23 KB)
32. Reducing Uncertainty.html (9.09 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.ar.vtt (1.27 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.en.vtt (979.00 B)
33. Bayes’ Rule and Robotics-meNSO42JF6I.mp4 (2.91 MB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.pt-BR.vtt (1.14 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.zh-CN.vtt (892.00 B)
33. Bayes’ Rule and Robotics.html (9.16 KB)
34. Learning from Sensor Data.html (12.38 KB)
35. Using Sensor Data-vhl-SADfti8.ar.vtt (2.19 KB)
35. Using Sensor Data-vhl-SADfti8.en.vtt (1.59 KB)
35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt (579.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

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Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
03. Better Formula-vMAl1m8ZtoI.ja.vtt (492.00 B)
03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt (523.00 B)
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt (441.00 B)
03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
03. Better Formula-z2xsu2Kehyo.en.vtt (216.00 B)
03. Better Formula-z2xsu2Kehyo.es-ES.vtt (231.00 B)
03. Better Formula-z2xsu2Kehyo.ja.vtt (202.00 B)
03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.zh-CN.vtt (1.07 KB)
04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
04. Quadratics-GzRNoodJZxk.en.vtt (571.00 B)
04. Quadratics-GzRNoodJZxk.es-ES.vtt (565.00 B)
04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
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05. Quadratics 2-HjpgML5zsUE.es-ES.vtt (886.00 B)
05. Quadratics 2-HjpgML5zsUE.ja.vtt (760.00 B)
05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt (659.00 B)
05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
05. Quadratics 2-N-wpkttwcoA.en.vtt (738.00 B)
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt (823.00 B)
05. Quadratics 2-N-wpkttwcoA.ja.vtt (710.00 B)
05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt (461.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt (403.00 B)
06. Quadratics 3-YSMWpFM92S0.ar.vtt (974.00 B)
06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
07. Quadratics 4-yimIE9fCvi8.en.vtt (591.00 B)
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt (519.00 B)
07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
07. Quadratics 4-zB2Y-5YEIec.en.vtt (496.00 B)
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt (516.00 B)
07. Quadratics 4-zB2Y-5YEIec.ja.vtt (389.00 B)
07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
08. Maximum-02v8ui9riew.en.vtt (1.27 KB)
08. Maximum-02v8ui9riew.es-ES.vtt (1.28 KB)
08. Maximum-02v8ui9riew.ja.vtt (1.10 KB)
08. Maximum-02v8ui9riew.mp4 (6.58 MB)
08. Maximum-02v8ui9riew.pt-BR.vtt (1.29 KB)
08. Maximum-02v8ui9riew.zh-CN.vtt (1.06 KB)
08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
08. Maximum-MZoYGBZTh-g.en.vtt (599.00 B)
08. Maximum-MZoYGBZTh-g.es-ES.vtt (629.00 B)
08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
09. Maximum Value-rjpcSymYulE.en.vtt (364.00 B)
09. Maximum Value-rjpcSymYulE.es-ES.vtt (389.00 B)
09. Maximum Value-rjpcSymYulE.ja.vtt (302.00 B)
09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
09. Maximum Value-rjpcSymYulE.zh-CN.vtt (328.00 B)
09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
09. Maximum Value-z_eElEkVOPY.en.vtt (387.00 B)
09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
09. Maximum Value-z_eElEkVOPY.ja.vtt (304.00 B)
09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
10. Minimum-tiv8VKPL7jg.en.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

img (12 files)

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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
f4.gif (1.13 KB)
f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
05. Match Points with Clusters-lS5DfbsWH34.pt-BR.vtt (781.00 B)
05. Match Points with Clusters-lS5DfbsWH34.zh-CN.vtt (680.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt (682.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.en.vtt (613.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.mp4 (2.75 MB)
05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt (671.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt (589.00 B)
05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.en.vtt (595.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.pt-BR.vtt (606.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.zh-CN.vtt (488.00 B)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt (1.63 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.zh-CN.vtt (1.43 KB)
06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
07. Moving Centers 2-FY0DXe0lfrI.en.vtt (368.00 B)
07. Moving Centers 2-FY0DXe0lfrI.mp4 (1.34 MB)
07. Moving Centers 2-FY0DXe0lfrI.pt-BR.vtt (370.00 B)
07. Moving Centers 2-FY0DXe0lfrI.zh-CN.vtt (361.00 B)
07. Moving Centers 2-uC1Xwc7warg.ar.vtt (444.00 B)
07. Moving Centers 2-uC1Xwc7warg.en.vtt (312.00 B)
07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
07. Moving Centers 2-uC1Xwc7warg.pt-BR.vtt (326.00 B)
07. Moving Centers 2-uC1Xwc7warg.zh-CN.vtt (332.00 B)
07. Moving Centers 2.html (9.07 KB)
08. Match Points (again)-5j6VZr8sHo8.ar.vtt (1.59 KB)
08. Match Points (again)-5j6VZr8sHo8.en.vtt (1.22 KB)
08. Match Points (again)-5j6VZr8sHo8.mp4 (5.13 MB)
08. Match Points (again)-5j6VZr8sHo8.pt-BR.vtt (1.28 KB)
08. Match Points (again)-5j6VZr8sHo8.zh-CN.vtt (1.01 KB)
08. Match Points (again)-9J3IwQFXveI.ar.vtt (510.00 B)
08. Match Points (again)-9J3IwQFXveI.en.vtt (355.00 B)
08. Match Points (again)-9J3IwQFXveI.mp4 (1.06 MB)
08. Match Points (again)-9J3IwQFXveI.pt-BR.vtt (369.00 B)
08. Match Points (again)-9J3IwQFXveI.zh-CN.vtt (355.00 B)
08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
09. Handoff to Katie-knrPsGtpyQY.en.vtt (207.00 B)
09. Handoff to Katie-knrPsGtpyQY.mp4 (782.02 KB)
09. Handoff to Katie-knrPsGtpyQY.pt-BR.vtt (204.00 B)
09. Handoff to Katie-knrPsGtpyQY.zh-CN.vtt (206.00 B)
09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.en.vtt (451.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.pt-BR.vtt (454.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.zh-CN.vtt (424.00 B)
10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.en.vtt (1.55 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.mp4 (3.34 MB)
10. K-Means Cluster Visualization-iCTPBcowJRY.pt-BR.vtt (1.45 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt (4.85 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.en.vtt (3.51 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4 (10.53 MB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.pt-BR.vtt (3.39 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.zh-CN.vtt (3.04 KB)
11. K-Means Clustering Visualization 2.html (7.83 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt (3.67 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.en.vtt (2.59 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.zh-CN.vtt (2.27 KB)
12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
13. Sklearn-3zHUAXcoZ7c.en.vtt (6.64 KB)
13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
15. Limitations of K-Means-4Fkfu37el_k.pt-BR.vtt (856.00 B)
15. Limitations of K-Means-4Fkfu37el_k.zh-CN.vtt (812.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.en.vtt (315.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
15. Limitations of K-Means-nvLhUSSUhiY.pt-BR.vtt (306.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.en.vtt (2.17 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.mp4 (8.13 MB)
16. Counterintuitive Clusters-StmEUgT1XSY.pt-BR.vtt (2.19 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.zh-CN.vtt (1.90 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt (1.35 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.en.vtt (991.00 B)
16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
16. Counterintuitive Clusters-aveIz1JYeAg.pt-BR.vtt (1.02 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.zh-CN.vtt (924.00 B)
16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.en.vtt (1.48 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.pt-BR.vtt (1.54 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.zh-CN.vtt (1.37 KB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.en.vtt (665.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.zh-CN.vtt (633.00 B)
17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
screen-shot-2018-01-06-at-9.41.01-pm.png (110.70 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
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screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

screen-shot-2018-05-26-at-3.22.39-pm.png (346.74 KB)
screen-shot-2018-05-26-at-3.37.30-pm.png (192.09 KB)
screen-shot-2018-05-26-at-3.45.03-pm.png (351.54 KB)
screen-shot-2018-05-26-at-3.51.18-pm.png (198.22 KB)
screen-shot-2018-05-26-at-4.04.18-pm.png (111.86 KB)
screen-shot-2018-05-26-at-4.05.55-pm.png (104.63 KB)
screen-shot-2018-05-26-at-4.06.03-pm.png (109.97 KB)
screen-shot-2018-05-26-at-4.15.46-pm.png (113.47 KB)
screen-shot-2018-05-26-at-4.29.49-pm.png (160.71 KB)
screen-shot-2018-05-26-at-4.32.19-pm.png (152.53 KB)
screen-shot-2018-05-26-at-4.37.05-pm.png (126.82 KB)
screen-shot-2018-05-26-at-4.51.08-pm.png (313.39 KB)
screen-shot-2018-05-26-at-5.00.26-pm.png (135.65 KB)

Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
screen-shot-2017-03-17-at-5.25.16-pm.png (979.06 KB)
screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
screen-shot-2018-04-23-at-4.10.20-pm.png (716.56 KB)
screen-shot-2018-04-23-at-4.14.19-pm.png (395.38 KB)
stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
10. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
10. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
10. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
10. Text Processing.html (6.65 KB)
11. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
11. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
11. Feature Extraction.html (6.70 KB)
12. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
12. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
12. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
12. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
12. Modeling.html (6.24 KB)
index.html (4.86 KB)

css (5 files)

bootstrap.min.css (137.64 KB)
jquery.mCustomScrollbar.min.css (41.83 KB)
katex.min.css (21.56 KB)
plyr.css (23.62 KB)
styles.css (4.02 KB)

fonts (60 files)

KaTeX_AMS-Regular.ttf (69.75 KB)
KaTeX_AMS-Regular.woff (39.26 KB)
KaTeX_AMS-Regular.woff2 (32.43 KB)
KaTeX_Caligraphic-Bold.ttf (19.13 KB)
KaTeX_Caligraphic-Bold.woff (11.85 KB)
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KaTeX_Caligraphic-Regular.ttf (18.52 KB)
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KaTeX_Fraktur-Bold.ttf (35.12 KB)
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KaTeX_Fraktur-Regular.ttf (33.84 KB)
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KaTeX_Main-Bold.ttf (60.27 KB)
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KaTeX_Math-Italic.ttf (40.48 KB)
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KaTeX_Typewriter-Regular.woff (20.43 KB)
KaTeX_Typewriter-Regular.woff2 (17.13 KB)

img (1 files)

udacimak.png (461.07 KB)

js (5 files)

bootstrap.min.js (49.85 KB)
jquery-3.3.1.min.js (84.89 KB)
jquery.mCustomScrollbar.concat.min.js (44.42 KB)
katex.min.js (231.26 KB)
plyr.polyfilled.min.js (126.16 KB)

Build a More Complete Trading Study Path

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Market mechanics and data processing
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Complete Udacity – AI for Trading Course Index

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index.html (327.93 KB)

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program (36 files)

01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt (1.37 KB)
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4 (3.84 MB)
01. Welcome!.html (7.19 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.en.vtt (4.11 KB)
02. Jonathan Larkin – What Is A Quant-G22oM0qv0Hs.mp4 (14.19 MB)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt (851.00 B)
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4 (1.98 MB)
02. What is a Quant.html (6.99 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt (4.12 KB)
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4 (9.85 MB)
03. Your Instructors.html (9.17 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt (3.79 KB)
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4 (9.73 MB)
04. Program Overview.html (7.34 KB)
05. Tell Us About Yourself.html (6.63 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt (1.52 KB)
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4 (3.31 MB)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt (853.00 B)
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4 (1.53 MB)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt (929.00 B)
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4 (1.84 MB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt (1.29 KB)
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4 (2.50 MB)
06. Student Support.html (9.68 KB)
07. Feedback.html (8.39 KB)
08. Career Support.html (7.96 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt (4.95 KB)
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4 (17.97 MB)
09. Access the Career Portal.html (8.63 KB)
10. Prepare for the Udacity Talent Program.html (8.92 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.en.vtt (3.09 KB)
11. MV 05 Time Management V1-22PdQNlhCt8.mp4 (6.03 MB)
11. Time Management.html (11.95 KB)
12. Eddy Thomas 01 Quants V2-ZRzhyaqz7I0.mp4 (23.82 MB)
12. Insights from a Quant.html (6.05 KB)
index.html (4.96 KB)

img (7 files)

feb-26-2019-16-19-56.gif (6.33 MB)
github-issues.png (336.83 KB)
profiles-view.png (223.53 KB)
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talent-program.png (336.13 KB)

Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors (5 files)

01. What It Takes.html (6.18 KB)
02. Reviews.html (6.04 KB)
03. Knowledge.html (7.41 KB)
04. Student Hub.html (7.45 KB)
index.html (4.30 KB)

img (6 files)

image4.png (436.47 KB)
image8.png (228.06 KB)
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screen-shot-2018-11-07-at-9.59.16-pm.png (529.19 KB)
screen-shot-2018-11-09-at-6.28.07-pm.png (299.96 KB)

Part 01-Module 01-Lesson 03_Get Help with Your Account (3 files)

01. FAQ.html (6.10 KB)
02. Support.html (5.60 KB)
index.html (4.15 KB)

img (4 files)

screen-shot-2018-11-09-at-7.38.47-pm.png (110.58 KB)
screen-shot-2018-11-09-at-7.48.22-pm.png (1.57 MB)
screen-shot-2018-11-09-at-7.49.34-pm.png (238.98 KB)
screen-shot-2018-11-09-at-7.49.50-pm.png (375.54 KB)

Part 01-Module 01-Lesson 04_Stock Prices (11 files)

01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt (3.13 KB)
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4 (3.26 MB)
01. Stocks.html (5.92 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt (4.02 KB)
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4 (3.76 MB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt (4.99 KB)
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4 (6.68 MB)
02. Stock Prices.html (8.90 KB)
03. Terminology.html (7.06 KB)
04. Quiz Stock Data.html (5.91 KB)
index.html (4.25 KB)

Part 01-Module 01-Lesson 05_Market Mechanics (32 files)

01. Intro.html (6.04 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt (1.31 KB)
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4 (3.53 MB)
02. Farmers’ Market.html (6.10 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt (1.96 KB)
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4 (7.58 MB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt (7.57 KB)
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4 (7.04 MB)
03. Trading Stocks.html (7.33 KB)
04. Liquidity.html (7.28 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt (2.53 KB)
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4 (2.25 MB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt (2.42 KB)
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4 (3.08 MB)
05. Tick Data.html (6.07 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt (2.83 KB)
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4 (2.35 MB)
06. OHLC Open, High, Low, Close.html (6.15 KB)
07. Quiz Resample Data.html (6.71 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt (5.12 KB)
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4 (4.37 MB)
08. Volume.html (6.04 KB)
09. Gaps in Market Data.html (6.60 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt (3.28 KB)
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4 (2.80 MB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt (1.90 KB)
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4 (2.78 MB)
10. Markets in Different Timezones.html (6.51 KB)
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt (878.00 B)
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4 (1.96 MB)
11. Summary.html (5.93 KB)
index.html (4.78 KB)

Part 01-Module 01-Lesson 06_Data Processing (37 files)

01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt (825.00 B)
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4 (2.12 MB)
01. Market Data.html (6.93 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt (2.28 KB)
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4 (2.73 MB)
02. When to Use Time Stamps.html (8.11 KB)
03. Corporate Actions Stock Splits.html (7.53 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt (4.86 KB)
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4 (5.14 MB)
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt (3.08 KB)
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4 (3.62 MB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt (6.68 KB)
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4 (6.89 MB)
04. Technical Indicators.html (7.35 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt (7.34 KB)
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4 (14.17 MB)
05. Missing Values.html (6.57 KB)
06. Trading Days.html (7.27 KB)
07. Quiz Trading Experiment.html (8.00 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt (1.61 KB)
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4 (4.52 MB)
08. Survivor Bias.html (6.58 KB)
09. Fundamental Information.html (10.70 KB)
10. Price Earnings Ratio.html (9.33 KB)
11. Exchange Traded Funds.html (6.61 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt (6.62 KB)
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4 (18.91 MB)
12. Index vs ETF.html (7.40 KB)
13. Alternative Data.html (6.59 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt (1.24 KB)
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4 (1.21 KB)
14. Eddy Deven V2-g7zJV-Ontbo.mp4 (59.87 MB)
14. Interview Satellite Data.html (6.48 KB)
15. Interlude Your Goals.html (6.55 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.en.vtt (1.45 KB)
15. MV 06 Our Goal Is To Help You Meet Your Goals V1–pSppDzJRu8.mp4 (4.08 MB)
index.html (5.17 KB)

Part 01-Module 01-Lesson 07_Stock Returns (15 files)

01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt (858.00 B)
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4 (2.20 MB)
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt (2.42 KB)
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4 (5.24 MB)
01. Returns.html (6.34 KB)
02. Quiz Calculate Returns.html (6.33 KB)
03. Log Returns.html (6.22 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt (2.78 KB)
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4 (5.93 MB)
04. Quiz Log Returns and Compounding.html (17.21 KB)
05. Distributions of Returns and Prices.html (12.72 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt (4.36 KB)
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4 (7.07 MB)
06. Why Log Returns.html (6.41 KB)
index.html (4.49 KB)

img (3 files)

aapl-adj-close.jpeg (39.91 KB)
aapl-returns-log-returns.jpeg (90.07 KB)
numerical-stability-example.jpg (25.10 KB)

Part 01-Module 01-Lesson 08_Momentum Trading (29 files)

01. Designing a Trading Strategy.html (6.75 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt (1.94 KB)
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4 (4.20 MB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt (2.68 KB)
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4 (5.75 MB)
02. Momentum-based Signals.html (6.71 KB)
03. Quiz Momentum-based Signals.html (7.49 KB)
04. Long and Short Positions.html (7.54 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt (3.76 KB)
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4 (2.87 MB)
05. Quiz Dtype.html (7.27 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt (4.09 KB)
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4 (4.43 MB)
06. Trading Strategy.html (7.40 KB)
07. Quiz Momentum-based Portfolio.html (9.24 KB)
08. Quiz Calculate Top and Bottom Performing.html (7.36 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt (6.22 KB)
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4 (6.26 MB)
09. Statistical Analysis.html (7.21 KB)
10. The Many Meanings of Alpha.html (8.31 KB)
11. Quiz Test Returns for Statistical Significance.html (11.14 KB)
12. Quiz Statistical Analysis.html (9.71 KB)
13. Finding Alpha.html (6.66 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt (1.75 KB)
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4 (4.53 MB)
14. Interlude Global Talent.html (6.63 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt (1.30 KB)
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4 (3.84 MB)
index.html (5.28 KB)

img (1 files)

momentum-quiz.jpeg (19.76 KB)

Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum (10 files)

01. Intro to Project 1.html (5.85 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt (3.50 KB)
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4 (10.22 MB)
02. Project Description.html (6.27 KB)
03. Trading with Momentum Workspace.html (6.50 KB)
04. Eddy Thomas 02 AI And Finanace V2-8Hna_hR_N7c.mp4 (37.01 MB)
04. Insights from a Quant – AI and Finance.html (5.67 KB)
Project Description – Trading with Momentum.html (5.47 KB)
Project Rubric – Trading with Momentum.html (8.07 KB)
index.html (4.65 KB)

Part 01-Module 02-Lesson 01_Quant Workflow (20 files)

01. Intro Module 2.html (5.57 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt (1.69 KB)
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4 (4.97 MB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt (4.60 KB)
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4 (7.32 MB)
02. Starting from a Hypothesis.html (5.63 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt (1.72 KB)
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4 (1.50 MB)
03. Quant Workflow.html (5.56 KB)
04. Flavors of Trading.html (5.62 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt (3.98 KB)
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4 (5.38 MB)
05. Anatomy of a Strategy.html (7.12 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt (2.77 KB)
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4 (3.35 MB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt (4.46 KB)
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4 (5.00 MB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt (5.83 KB)
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4 (8.21 MB)
index.html (4.40 KB)

Part 01-Module 02-Lesson 02_Outliers and Filtering (29 files)

01. Intro.html (6.15 KB)
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt (879.00 B)
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4 (2.12 MB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt (7.10 KB)
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4 (15.13 MB)
02. Sources of Outliers.html (6.24 KB)
03. Outliers Due to Real Events.html (7.20 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt (6.11 KB)
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4 (10.51 MB)
04. Outliers, Signals and Strategies.html (6.45 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt (2.14 KB)
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4 (4.22 MB)
05. Spotting Outliers in Raw Data.html (6.30 KB)
06. Handling Outliers in Raw Data.html (6.30 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt (3.23 KB)
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4 (7.92 MB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt (5.56 KB)
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4 (8.50 MB)
07. Spotting Outliers in Signal Returns.html (6.50 KB)
08. Handling Outliers in Signal Returns.html (6.34 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt (4.55 KB)
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4 (7.30 MB)
09. Generating Robust Trading Signals.html (6.30 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt (2.23 KB)
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4 (2.07 MB)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt (565.00 B)
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4 (1.29 MB)
10. Summary.html (6.04 KB)
index.html (4.93 KB)

Part 01-Module 02-Lesson 03_Regression (41 files)

01. Intro.html (7.38 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt (2.41 KB)
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4 (10.16 MB)
02. Distributions.html (6.97 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt (2.88 KB)
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4 (6.13 MB)
03. Exercise Visualize Distributions.html (12.52 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.en.vtt (2.32 KB)
04. M2L3 04 Parameters Of A Distribution V3–akdmiLDny4.mp4 (6.25 MB)
04. Parameters of a Distribution.html (7.71 KB)
05. Quiz Standard Normal Distribution.html (8.55 KB)
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt (10.13 KB)
06. Testing For Normalilty-Sa1MJegyYfc.mp4 (11.27 MB)
06. Testing for Normality.html (9.75 KB)
07. Quiz Normality .html (8.03 KB)
08. Exercise Normality.html (7.59 KB)
09. Heteroskedasticity.html (7.85 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt (1.33 KB)
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4 (2.15 MB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt (3.34 KB)
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4 (4.82 MB)
10. Transforming Data.html (6.97 KB)
11. Linear Regression.html (6.99 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt (4.46 KB)
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4 (7.80 MB)
12. Breusch Pagan in Depth (Optional).html (8.56 KB)
13. Quiz Regression.html (7.77 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt (1.51 KB)
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4 (1.39 MB)
14. Multivariate Linear Regression.html (7.05 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt (1.78 KB)
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4 (5.86 MB)
15. Regression in Trading.html (7.02 KB)
16. Exercise regression with two stocks.html (7.63 KB)
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt (710.00 B)
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4 (2.11 MB)
17. Summary.html (6.92 KB)
18. Interlude Your Brain.html (6.89 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt (2.63 KB)
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4 (5.58 MB)
index.html (5.47 KB)

img (3 files)

distributions.png (110.42 KB)
screen-shot-2018-04-19-at-1.17.37-pm.png (142.44 KB)
screen-shot-2018-04-20-at-3.04.04-pm.png (58.47 KB)

Part 01-Module 02-Lesson 04_Time Series Modeling (26 files)

01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt (2.10 KB)
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4 (3.52 MB)
01. Time Series Modeling.html (6.02 KB)
02. Autoregressive Models.html (6.02 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt (4.31 KB)
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4 (4.42 MB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt (3.38 KB)
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4 (3.76 MB)
03. Moving Average Models.html (6.03 KB)
04. Advanced Time Series Models.html (9.17 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt (7.30 KB)
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4 (16.63 MB)
05. Exercise ARMA and ARIMA.html (6.63 KB)
06. Kalman Filter.html (7.73 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt (4.08 KB)
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4 (11.09 MB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt (2.63 KB)
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4 (2.79 MB)
07. Particle Filter.html (6.41 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt (3.77 KB)
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4 (7.74 MB)
08. Recurrent Neural Networks.html (6.43 KB)
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt (425.00 B)
09. M2L4 11 Outro V1-6sheR92KUU8.mp4 (1.35 MB)
09. Summary.html (5.82 KB)
index.html (4.73 KB)

Part 01-Module 02-Lesson 05_Volatility (34 files)

01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt (4.23 KB)
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4 (7.73 MB)
01. What is Volatility.html (6.56 KB)
02. Historical Volatility.html (6.58 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt (4.04 KB)
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4 (7.30 MB)
03. Annualized Volatility.html (6.45 KB)
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4 (6.74 MB)
04. Scale of Volatility.html (7.26 KB)
05. Quiz Volatility.html (24.04 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt (2.50 KB)
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4 (4.79 MB)
06. Rolling Windows.html (6.54 KB)
07. Quiz Rolling Windows.html (7.20 KB)
08. Exponentially Weighted Moving Average.html (6.67 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt (4.15 KB)
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4 (8.13 MB)
09. Quiz Estimate Volatility.html (38.91 KB)
10. Forecasting Volatility.html (6.58 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt (4.32 KB)
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4 (5.60 MB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt (5.25 KB)
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4 (12.46 MB)
11. Markets Volatility.html (6.60 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt (6.52 KB)
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4 (15.13 MB)
12. Using Volatility for Equity Trading.html (6.66 KB)
13. Breakout Strategies.html (6.55 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt (2.62 KB)
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4 (2.63 MB)
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt (531.00 B)
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4 (1.60 MB)
14. Summary.html (6.37 KB)
index.html (5.14 KB)

Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion (31 files)

01. Intro.html (6.49 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt (2.85 KB)
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4 (7.39 MB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt (3.33 KB)
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4 (3.97 MB)
02. Mean Reversion.html (11.09 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt (5.83 KB)
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4 (9.73 MB)
03. Pairs Trading.html (7.89 KB)
04. Finding Pairs to Trade.html (6.60 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt (2.71 KB)
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4 (7.82 MB)
05. Quiz Identify Pairs to Trade.html (7.92 KB)
06. Cointegration.html (11.26 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt (3.91 KB)
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4 (5.47 MB)
07. ADF and roots.html (11.73 KB)
08. Clustering Stocks.html (6.57 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt (1.37 KB)
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4 (1.44 MB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt (4.80 KB)
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4 (6.32 MB)
09. Trade Pairs of Stocks.html (7.30 KB)
10. Exercise finding pairs.html (7.23 KB)
11. Variations of Pairs Trading and Mean Reversion Trading.html (8.58 KB)
12. 3 or more stocks (optional).html (9.43 KB)
13. Details of Johansen Test (optional).html (11.98 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt (1.34 KB)
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4 (4.25 MB)
14. Summary.html (6.39 KB)
index.html (5.20 KB)

img (1 files)

08-identify-pairs-to-trade.png (162.42 KB)

Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy (13 files)

01. Intro Project 2.html (5.90 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt (3.30 KB)
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4 (9.82 MB)
02. Project Description.html (5.97 KB)
03. Breakout Strategy Workspace.html (6.53 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt (3.22 KB)
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4 (8.51 MB)
04. Wrapping Up Module 2.html (5.94 KB)
05. Eddy Thomas 03 Jobs And Interviews V2-5W9XsgyxYHE.mp4 (33.77 MB)
05. Insights from a Quant – Careers.html (5.71 KB)
Project Description – Breakout Strategy.html (5.52 KB)
Project Rubric – Breakout Strategy.html (8.61 KB)
index.html (4.68 KB)

Part 01-Module 03-Lesson 01_Stocks, Indices, Funds (95 files)

01. Intro Module 3.html (7.92 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt (3.26 KB)
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4 (9.55 MB)
02. Intro to this lesson.html (8.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt (1.35 KB)
02. L1 00 Intro V2-JA4WBd6sHF4.mp4 (3.78 MB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt (2.22 KB)
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4 (6.30 MB)
03. Indices.html (9.90 KB)
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt (1.77 KB)
03. L1 02 Indices V2-BRv5B78YBGs.mp4 (5.41 MB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt (1.19 KB)
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4 (3.94 MB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt (1.07 KB)
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4 (3.57 MB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt (1.04 KB)
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4 (3.69 MB)
04. Market Cap.html (7.81 KB)
05. Growth V. Value.html (7.83 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt (1.14 KB)
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4 (3.37 MB)
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt (2.05 KB)
06. L1 07 Ratios V2-Dfbwep-tkok.mp4 (5.43 MB)
06. Ratios.html (8.52 KB)
07. Index Categories.html (8.53 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt (1.37 KB)
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4 (4.34 MB)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt (812.00 B)
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4 (1.91 MB)
08. Price Weighting.html (8.46 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt (1.50 KB)
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4 (4.15 MB)
09. Market Cap Weighting.html (9.54 KB)
10. Adding or Removing from an Index.html (7.95 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt (1.69 KB)
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4 (4.15 MB)
11. How an Index is Constructed.html (9.92 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt (1.91 KB)
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4 (5.26 MB)
12. Hang Seng Index Construction.html (9.39 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt (1.92 KB)
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4 (5.77 MB)
13. Index after Add or Delete.html (7.92 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt (1.29 KB)
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4 (3.70 MB)
14. Funds.html (7.78 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt (1.74 KB)
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4 (5.06 MB)
15. Active vs. Passive.html (8.94 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt (1.33 KB)
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4 (3.86 MB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt (1.76 KB)
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4 (4.93 MB)
16. Quiz Rate of Returns Over Multiple Periods.html (8.54 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt (1.47 KB)
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4 (4.30 MB)
17. Smart Beta.html (10.11 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt (1.16 KB)
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4 (3.01 MB)
18. Mutual Funds.html (8.03 KB)
19. Hedge Funds.html (8.17 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt (1.25 KB)
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4 (3.15 MB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt (1.77 KB)
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4 (4.62 MB)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt (872.00 B)
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4 (1.92 MB)
20. Relative and Absolute Returns.html (11.12 KB)
21. Hedging Strategies.html (7.85 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt (1.93 KB)
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4 (4.86 MB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt (1.13 KB)
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4 (2.06 MB)
22. Net Asset Value.html (9.35 KB)
23. Expense Ratios.html (8.10 KB)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt (865.00 B)
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4 (1.37 MB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt (2.30 KB)
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4 (5.60 MB)
24. Open End Mutual Funds.html (8.36 KB)
25. Handling Withdrawals.html (10.21 KB)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt (816.00 B)
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4 (1.55 MB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt (1.87 KB)
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4 (6.50 MB)
26. Close End Mutual Funds.html (8.40 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt (2.25 KB)
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4 (6.39 MB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt (2.48 KB)
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4 (5.79 MB)
27. Transaction Costs.html (9.20 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt (1.75 KB)
28. L1 32 Summary V1-Pt2sVftdwS0.mp4 (4.74 MB)
28. Summary.html (7.67 KB)
index.html (6.13 KB)

Part 01-Module 03-Lesson 02_ETFs (47 files)

01. Intro.html (6.23 KB)
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt (1.78 KB)
01. L2 01 Intro V2-utlPzT8MEsM.mp4 (5.48 MB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt (1.96 KB)
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4 (5.62 MB)
02. Shortcomings of Mutual Funds.html (6.35 KB)
03. How ETFs are Used.html (10.27 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt (1.32 KB)
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4 (4.01 MB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt (2.33 KB)
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4 (4.37 MB)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt (996.00 B)
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4 (2.89 MB)
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt (1.73 KB)
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4 (38.43 KB)
04. Hedging.html (6.74 KB)
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt (1.85 KB)
04. L2 06 Hedging V3-4k1bdohhawI.mp4 (3.57 MB)
05. ETF Sponsors.html (6.83 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt (1.86 KB)
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4 (4.66 MB)
06. Authorized Participant and the Create Process.html (7.44 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt (2.83 KB)
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4 (7.57 MB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt (1.27 KB)
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4 (1.38 MB)
07. Redeeming Shares.html (7.22 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt (1.47 KB)
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4 (4.16 MB)
08. Lower Operational Costs Taxes.html (7.66 KB)
09. Arbitrage.html (7.13 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt (2.64 KB)
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4 (12.22 MB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt (1.26 KB)
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4 (3.53 MB)
10. Arbitrage for Efficient ETF Pricing.html (9.62 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt (2.13 KB)
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4 (3.55 MB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt (1.79 KB)
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4 (1.74 MB)
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt (792.00 B)
11. L2 14 Summary V1-E5br2PiH8kY.mp4 (3.20 MB)
11. Summary.html (6.23 KB)
12. Interlude Meditation.html (6.18 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt (3.93 KB)
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4 (9.45 MB)
index.html (4.92 KB)

Part 01-Module 03-Lesson 03_Portfolio Risk and Return (33 files)

01. Intro.html (6.70 KB)
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt (1.95 KB)
01. L3 01 Intro V1-PxLJniuGyC0.mp4 (6.94 MB)
02. Diversification.html (6.76 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt (2.87 KB)
02. L3 02 Diversification V3-tyzqlXddXd8.mp4 (5.67 MB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt (2.21 KB)
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4 (2.27 MB)
03. Portfolio Mean.html (6.75 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt (4.72 KB)
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4 (5.39 MB)
04. Portfolio Variance.html (8.17 KB)
05. Reducing Risk.html (9.15 KB)
06. Variance of a 3-Asset Portfolio.html (8.58 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt (1.17 KB)
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4 (2.88 MB)
07. The Covariance Matrix and Quadratic Forms.html (9.62 KB)
08. Calculate a Covariance Matrix.html (9.11 KB)
09. Quiz np.cov.html (7.38 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt (5.62 KB)
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4 (7.22 MB)
10. The Efficient Frontier.html (7.60 KB)
11. Capital Market Line.html (7.34 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt (6.24 KB)
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4 (11.25 MB)
12. The Sharpe Ratio.html (11.16 KB)
13. Other Risk Measures.html (10.70 KB)
14. The Capital Assets Pricing Model.html (12.42 KB)
15. Quiz Portfolio Return with a 3-Asset Portfolio.html (8.45 KB)
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt (760.00 B)
16. L3 13 Summary V1-I7XKJf8t_0s.mp4 (2.46 MB)
16. Summary.html (6.60 KB)
index.html (5.35 KB)

img (2 files)

sml-chart.png (10.78 KB)
var-diagram.jpg (77.34 KB)

Part 01-Module 03-Lesson 04_Portfolio Optimization (28 files)

01. Intro.html (6.45 KB)
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt (662.00 B)
01. L4 01 Intro V1-CtIcmmR0YTs.mp4 (2.17 MB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt (3.11 KB)
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4 (4.97 MB)
02. What is Optimization.html (9.97 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt (5.03 KB)
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4 (10.43 MB)
03. Optimization with Constraints.html (6.60 KB)
04. Two-Asset Portfolio Optimization.html (10.71 KB)
05. Portfolio Optimization with 2 Stocks.html (7.93 KB)
06. Formulating Portfolio Optimization Problems.html (15.91 KB)
07. cvxpy.html (12.40 KB)
08. Exercise cvxpy.html (7.15 KB)
09. Exercise cvxpy advanced optimization.html (7.20 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt (5.03 KB)
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4 (14.19 MB)
10. Rebalancing a Portfolio.html (6.56 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt (5.73 KB)
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4 (15.62 MB)
11. Rebalancing Strategies.html (6.85 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt (9.12 KB)
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4 (23.20 MB)
12. Limitations of the Classical Approach.html (6.87 KB)
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt (783.00 B)
13. L4 14 Recap V1-e3qJYCQfJD0.mp4 (2.61 MB)
13. Summary.html (6.34 KB)
index.html (5.16 KB)

img (5 files)

cvxpy-example.jpeg (56.26 KB)
cvxpy-visual.jpeg (41.38 KB)
l2-norm.jpeg (51.34 KB)
pythagorean-theroem.jpeg (45.72 KB)
two-asset-variance.jpeg (55.78 KB)

Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization (8 files)

01. Intro Project 3.html (5.80 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt (1.57 KB)
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4 (4.38 MB)
02. Project Description.html (6.18 KB)
03. Smart Beta and Portfolio Optimization Workspace.html (6.38 KB)
Project Description – Smart Beta and Portfolio Optimization.html (5.51 KB)
Project Rubric – Smart Beta and Portfolio Optimization.html (8.39 KB)
index.html (4.67 KB)

Part 01-Module 04-Lesson 01_Factors (34 files)

01. Intro to the Module.html (6.47 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt (4.05 KB)
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4 (13.54 MB)
02. Intro to the Lesson.html (6.43 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt (5.09 KB)
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4 (19.76 MB)
03. Example of a factor.html (6.48 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt (3.32 KB)
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4 (7.41 MB)
04. Quiz factor values and weights.html (7.61 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt (3.70 KB)
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4 (5.93 MB)
05. Standardizing a factor.html (6.77 KB)
06. De-mean part 1.html (7.24 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt (4.89 KB)
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4 (5.52 MB)
07. De-mean part 2.html (6.72 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt (2.62 KB)
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4 (3.90 MB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt (3.46 KB)
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4 (4.52 MB)
08. Rescale part 1.html (6.99 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt (4.16 KB)
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4 (5.75 MB)
09. Rescale Part 2.html (7.16 KB)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt (842.00 B)
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4 (1.54 MB)
10. Overview for standardizing a factor.html (7.20 KB)
11. Quiz dollar neutral and leverage ratio.html (8.45 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt (14.24 KB)
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4 (23.46 MB)
12. Zipline Pipeline.html (7.39 KB)
13. Zipline Coding Exercises.html (6.97 KB)
index.html (5.06 KB)

img (5 files)

screen-shot-2018-10-29-at-11.08.44-pm.png (164.90 KB)
screen-shot-2018-10-29-at-5.27.30-pm.png (102.98 KB)
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Part 01-Module 04-Lesson 02_Factor Models and Types of Factors (80 files)

01. Intro to Lesson.html (8.17 KB)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt (965.00 B)
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4 (3.49 MB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt (3.79 KB)
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4 (14.18 MB)
02. What is a Factor Model.html (8.23 KB)
03. Factor Returns as Latent Variables.html (8.27 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt (3.66 KB)
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4 (14.25 MB)
04. Terminology.html (9.02 KB)
05. Factor Model Assumptions.html (8.24 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt (2.44 KB)
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4 (8.95 MB)
06. Covariance Matrix Using a Factor Model.html (8.31 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt (4.73 KB)
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4 (6.93 MB)
07. Factor Models in Quant Finance.html (8.27 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt (4.82 KB)
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4 (17.25 MB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt (4.62 KB)
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4 (15.23 MB)
08. Risk Factors v. Alpha Factors.html (9.28 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt (2.48 KB)
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4 (7.70 MB)
09. Risk Factors v. Alpha Factors part 2.html (9.21 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt (3.29 KB)
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4 (10.49 MB)
10. Risk Factors v. Alpha Factors part 3.html (8.73 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.en.vtt (2.92 KB)
11. M4 L1B 10 Risk Factors V Alpha Factors Part 4 V1-3ZE298YwbCM.mp4 (10.29 MB)
11. Risk Factors v. Alpha Factors part 4.html (8.84 KB)
12. How an alpha factor becomes a risk factor part 1.html (8.39 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt (2.48 KB)
12. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4 (3.64 MB)
13. How an alpha factor becomes a risk factor part 2.html (9.48 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt (3.06 KB)
13. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4 (9.44 MB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt (2.53 KB)
14. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4 (3.57 MB)
14. Momentum or Reversal.html (8.20 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt (6.04 KB)
15. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4 (11.54 MB)
15. Price-Volume Factors.html (8.43 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt (4.55 KB)
16. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4 (12.63 MB)
16. Volume Factors.html (8.16 KB)
17. Fundamentals.html (8.15 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt (2.06 KB)
17. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4 (5.70 MB)
18. Fundamental Ratios.html (8.19 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt (2.90 KB)
18. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4 (8.24 MB)
19. Event-Driven Factors.html (8.19 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt (1.87 KB)
19. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4 (4.64 MB)
20. Index Changes.html (8.16 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt (2.21 KB)
20. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4 (6.47 MB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt (3.64 KB)
21. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4 (10.49 MB)
21. Pre and Post Event.html (8.18 KB)
22. Analyst Ratings.html (8.17 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt (4.31 KB)
22. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4 (12.18 MB)
23. Alternative Data.html (8.20 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt (1.38 KB)
23. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4 (3.22 MB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt (3.32 KB)
24. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4 (8.87 MB)
24. Sentiment Analysis on News and Social Media.html (8.35 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt (5.36 KB)
25. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4 (15.06 MB)
25. NLP used to enhance Fundamental Analysis.html (8.96 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt (5.26 KB)
26. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4 (15.49 MB)
26. Other Alternative Data.html (8.89 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt (1.01 KB)
27. M4 L1B 26 Summary V1-yuLQA24Thms.mp4 (3.44 MB)
27. Summary.html (8.00 KB)
index.html (6.49 KB)

Part 01-Module 04-Lesson 03_Risk Factor Models (41 files)

01. Intro.html (7.46 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt (4.07 KB)
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4 (10.80 MB)
02. install libraries.html (9.56 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt (2.36 KB)
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4 (2.62 MB)
03. Motivation for Risk Factor Models.html (7.88 KB)
04. Historical Variance Exercise.html (7.91 KB)
05. Factor Model of Asset Return.html (7.94 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt (3.55 KB)
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4 (3.48 MB)
06. Factor Model of Asset Return Exercise.html (7.94 KB)
07. Factor Model of Portfolio Return.html (7.94 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt (3.45 KB)
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4 (3.47 MB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt (2.17 KB)
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4 (2.72 MB)
08. Preview of Portfolio Variance Formula.html (7.83 KB)
09. Factor Model of Portfolio Return Exercise.html (7.94 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt (2.64 KB)
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4 (3.49 MB)
10. Variance of one stock.html (7.80 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt (1.87 KB)
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4 (1.87 MB)
11. Taking constants out of Variance and Covariance (optional).html (8.79 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt (3.92 KB)
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4 (3.96 MB)
12. Variance of 2 stocks part 1.html (8.05 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt (1.86 KB)
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4 (1.96 MB)
13. Variance of 2 stocks part 2.html (7.97 KB)
14. Covariance Matrix of Assets Exercise.html (7.95 KB)
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4 (6.01 MB)
15. Portfolio Variance using Factor Model.html (9.70 KB)
16. Portfolio Variance Exercise.html (7.90 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt (1.81 KB)
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4 (3.98 MB)
17. Types of Risk Models.html (7.52 KB)
18. Interlude.html (7.02 KB)
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4 (19.84 MB)
index.html (5.77 KB)

img (12 files)

m4l2a-01-image-v1.png (157.09 KB)
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Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models (49 files)

01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt (3.22 KB)
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4 (3.50 MB)
01. Time Series Model Factor Variance.html (7.75 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt (2.34 KB)
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4 (2.16 MB)
02. Time Series Model Factor Exposure.html (7.69 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt (2.24 KB)
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4 (2.16 MB)
03. Time Series Model specific variance.html (7.44 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt (1.35 KB)
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4 (1.34 MB)
04. Time Series Risk Model.html (6.81 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt (3.54 KB)
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4 (4.24 MB)
05. Size.html (7.38 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt (3.72 KB)
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4 (3.62 MB)
06. SMB.html (7.84 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt (3.02 KB)
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4 (2.76 MB)
07. Value (HML).html (6.80 KB)
08. Fama French SMB and HML.html (7.51 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt (2.65 KB)
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4 (2.71 MB)
09. Fama French Risk Model.html (8.42 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt (3.93 KB)
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4 (3.93 MB)
10. Cross Sectional Model.html (7.58 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt (2.63 KB)
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4 (3.48 MB)
11. A different approach.html (6.90 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt (2.22 KB)
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4 (1.84 MB)
12. Categorical Factors.html (7.56 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt (3.18 KB)
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4 (2.92 MB)
13. Categorical Variable Estimation.html (7.63 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt (4.51 KB)
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4 (4.22 MB)
14. Cross Section Specific Variance.html (7.51 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt (2.18 KB)
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4 (2.14 MB)
15. Fundamental Factors.html (7.20 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt (3.87 KB)
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4 (3.45 MB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt (1.91 KB)
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4 (4.52 MB)
16. Summary.html (6.62 KB)
index.html (5.40 KB)

img (12 files)

screen-shot-2018-10-29-at-3.23.22-pm.png (99.99 KB)
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screen-shot-2018-10-29-at-3.55.55-pm.png (93.60 KB)
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screen-shot-2018-10-29-at-4.37.50-pm.png (105.28 KB)

Part 01-Module 04-Lesson 05_Risk Factor Models with PCA (49 files)

01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt (1.94 KB)
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4 (6.97 MB)
01. Statistical Risk Model.html (7.11 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt (1.65 KB)
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4 (3.94 MB)
02. Vectors Two Ways.html (7.07 KB)
03. Refresh Linear Algebra.html (7.24 KB)
04. Bases as Languages.html (7.08 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt (4.37 KB)
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4 (5.30 MB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt (3.00 KB)
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4 (2.63 MB)
05. Translating Between Bases.html (7.11 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt (3.58 KB)
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4 (7.32 MB)
06. The Core Idea.html (7.04 KB)
07. PCA Exercise.html (7.67 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt (2.69 KB)
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4 (5.43 MB)
08. Writing it Down Part 1.html (7.10 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt (2.89 KB)
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4 (2.77 MB)
09. Writing it Down Part 2.html (7.10 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt (2.59 KB)
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4 (2.51 MB)
10. Writing it Down Part 3.html (7.10 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt (2.07 KB)
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4 (1.92 MB)
11. Writing it Down Part 4.html (7.10 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt (1.97 KB)
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4 (2.38 MB)
12. The Principal Components.html (7.10 KB)
13. Explained Variance.html (7.39 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt (5.10 KB)
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4 (8.69 MB)
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt (9.88 KB)
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4 (15.15 MB)
14. PCA Toy Problem.html (8.00 KB)
15. PCA Coding Exercise.html (7.69 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt (3.45 KB)
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4 (4.17 MB)
16. PCA as a Factor Model.html (7.12 KB)
17. M4 L2b 16 PCA As A Factor Model Pt 2 V3-lcd-muqX5og.mp4 (3.72 MB)
17. PCA as a Factor Model Part 2.html (7.42 KB)
18. PCA as a Factor Model Coding Exercise.html (7.72 KB)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt (700.00 B)
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4 (1.97 MB)
19. Outro.html (6.88 KB)
index.html (5.57 KB)

Part 01-Module 04-Lesson 06_Alpha Factors (118 files)

01. Intro Efficient Market hypothesis and Arbitrage opportunities.html (11.85 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.en.vtt (3.99 KB)
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3–YpXAt7zuh8.mp4 (10.10 MB)
02. install libraries.html (13.89 KB)
03. Alpha Factors versus Risk Factor Modeling.html (11.74 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt (2.25 KB)
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4 (6.18 MB)
04. Definition of key words.html (12.34 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt (2.86 KB)
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4 (7.80 MB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt (5.07 KB)
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4 (13.52 MB)
05. Researching Alphas from Academic Papers.html (11.75 KB)
06. Controlling for Risk within an Alpha Factor Part 1.html (11.82 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt (2.75 KB)
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4 (7.70 MB)
07. Controlling for Risk within an Alpha Factor Part 2.html (11.79 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt (2.75 KB)
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4 (7.21 MB)
08. Sector Neutral Exercise.html (12.21 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt (3.96 KB)
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4 (10.00 MB)
09. Ranking Part 1.html (11.57 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt (2.35 KB)
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4 (3.77 MB)
10. Ranking Part 2.html (11.57 KB)
11. Ranking in Zipline.html (16.46 KB)
12. Ranking exercise.html (12.18 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt (3.86 KB)
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4 (7.47 MB)
13. Z score.html (11.53 KB)
14. z-score quiz.html (12.16 KB)
15. z-score exercise.html (12.19 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt (2.98 KB)
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4 (3.11 MB)
16. Smoothing.html (11.54 KB)
17. Smoothing Quiz 1.html (12.79 KB)
18. Smoothing Exercise.html (12.20 KB)
19. Factor Returns.html (11.57 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt (3.44 KB)
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4 (7.22 MB)
20. Factor returns quiz.html (13.87 KB)
21. get_clean_factor_and_forward_returns.html (13.16 KB)
22. Factor and forward returns exercise.html (12.26 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt (2.33 KB)
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4 (5.40 MB)
23. Universe construction rule.html (11.67 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt (4.18 KB)
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4 (11.73 MB)
24. Return Denominator, Leverage, and Factor Returns.html (11.80 KB)
25. Making dollar neutral and leverage ratio equal to one.html (12.61 KB)
26. Factor returns coding exercise.html (12.23 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt (1.73 KB)
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4 (4.58 MB)
27. Sharpe Ratio.html (11.57 KB)
28. Sharpe Ratio Coding Exercise.html (12.23 KB)
29. Halfway There!.html (11.91 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt (3.48 KB)
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4 (11.32 MB)
30. Ranked Information Coefficient (Rank IC) Part 1.html (11.77 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt (3.37 KB)
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4 (8.07 MB)
31. Ranked Information Coefficient (Rank IC) Part 2.html (11.76 KB)
32. Quiz factor_information_coefficient.html (12.49 KB)
33. Rank IC coding exercise.html (12.24 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt (4.77 KB)
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4 (12.96 MB)
34. The Fundamental Law of Active Management Part 1.html (11.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt (2.80 KB)
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4 (7.75 MB)
35. The Fundamental Law of Active Management Part 2.html (13.10 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt (2.69 KB)
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4 (7.61 MB)
36. Real World Constraints Liquidity.html (11.71 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt (2.56 KB)
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4 (4.91 MB)
37. Real World Constraints Transaction Costs.html (11.76 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt (2.06 KB)
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4 (5.50 MB)
38. Turnover as a Proxy for Real World Constraints.html (11.78 KB)
39. Factor Rank Autocorrelation (Turnover).html (11.71 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt (4.45 KB)
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4 (9.81 MB)
40. Turnover Exercise.html (12.20 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt (3.33 KB)
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4 (4.33 MB)
41. Quantile Analysis Part 1.html (11.64 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt (2.96 KB)
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4 (2.91 MB)
42. Quantile Analysis Part 2.html (12.10 KB)
43. mean returns by quantile quiz.html (12.72 KB)
44. Quantile analysis exercise.html (12.25 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt (2.38 KB)
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4 (5.47 MB)
45. Quantiles Academic Research vs. Practitioners.html (11.76 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt (4.40 KB)
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4 (10.08 MB)
46. Transfer Coefficient.html (11.62 KB)
47. Transfer Coefficient Coding Exercise.html (12.25 KB)
48. It’s all Relative.html (11.59 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt (1.63 KB)
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4 (4.22 MB)
49. Conditional Factors.html (11.59 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt (5.02 KB)
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4 (9.17 MB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt (4.69 KB)
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4 (12.98 MB)
50. Summary.html (11.56 KB)
51. Interlude Reading Academic Research Papers, Part 1.html (11.71 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt (3.76 KB)
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4 (9.26 MB)
52. Interlude Reading Academic Research Papers, Part 2.html (11.71 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt (5.65 KB)
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4 (14.72 MB)
53. Interlude Reading Academic Research Papers, Part 3.html (11.56 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt (5.69 KB)
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4 (14.80 MB)
index.html (9.23 KB)

Part 01-Module 04-Lesson 07_Alpha Factor Research Methods (73 files)

01. Case Studies Intro.html (9.63 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt (2.39 KB)
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4 (5.55 MB)
02. install libraries.html (11.06 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt (2.36 KB)
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4 (5.55 MB)
03. Overnight Returns Abstract.html (10.89 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt (4.14 KB)
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4 (5.18 MB)
04. Overnight Returns Possible Alpha Factors.html (8.94 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt (4.44 KB)
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4 (10.55 MB)
05. Overnight Returns Data, Universe, Methods.html (8.94 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt (2.30 KB)
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4 (5.60 MB)
06. Overnight Returns Methods Quantile Analysis.html (8.94 KB)
07. Overnight Returns exercise.html (9.43 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt (2.10 KB)
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4 (2.01 MB)
08. Winners and Losers in Momentum Investing.html (11.59 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt (3.88 KB)
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4 (4.71 MB)
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html (9.09 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt (3.40 KB)
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4 (5.83 MB)
10. Winners and Losers approximating curves with polynomials.html (9.02 KB)
11. Winners and Losers Content Quiz.html (10.23 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt (4.18 KB)
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4 (11.15 MB)
12. Winners and Losers Creating a joint factor.html (8.95 KB)
13. Winners and Losers in Momentum Exercise.html (9.47 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt (4.83 KB)
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4 (10.75 MB)
14. Skewness and Momentum Attentional Bias.html (10.94 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt (3.38 KB)
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4 (6.40 MB)
15. Skewness and Momentum Defining Skew.html (8.93 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt (3.48 KB)
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4 (8.57 MB)
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html (9.05 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt (1.56 KB)
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4 (2.90 MB)
17. Skewness and Momentum Conditional Factor.html (8.95 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt (1.91 KB)
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4 (4.60 MB)
18. iVol Value and Idiosyncratic volatility Overview.html (11.82 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt (1.83 KB)
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4 (2.75 MB)
19. iVol Arbitrage and Efficient Pricing of Stocks.html (8.95 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt (2.28 KB)
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4 (3.03 MB)
20. iVol Arbitrage Risk.html (8.80 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt (2.84 KB)
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4 (7.04 MB)
21. iVol Idiosyncratic Volatility.html (8.88 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt (4.54 KB)
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4 (11.14 MB)
22. iVol Value, Fundamental or Discretionary Investing.html (8.98 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt (2.42 KB)
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4 (5.70 MB)
23. iVOL Quantamental Investing.html (8.88 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt (2.78 KB)
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4 (7.46 MB)
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html (9.01 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt (1.11 KB)
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4 (2.83 MB)
25. iVol Generalizing the volatility Factor.html (8.90 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt (1.38 KB)
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4 (3.67 MB)
26. Summary.html (8.71 KB)
27. Interlude.html (8.55 KB)
27. MV When Those Around You Dont Believe In You V1–vKspTOIXY0.mp4 (5.69 MB)
index.html (7.08 KB)

Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization (46 files)

01. Intro.html (6.95 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt (1.23 KB)
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4 (3.44 MB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt (2.52 KB)
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4 (6.71 MB)
02. Setting Up the Problem Alphas.html (7.10 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt (3.55 KB)
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4 (8.13 MB)
03. Setting Up the Problem Risk.html (7.07 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt (3.12 KB)
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4 (4.31 MB)
04. Regularization.html (7.00 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt (2.37 KB)
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4 (6.22 MB)
05. Standard Constraints.html (7.03 KB)
06. Leverage Constraint.html (7.05 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt (3.03 KB)
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4 (7.87 MB)
07. Factor Exposure and Position Constraints.html (7.16 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt (2.64 KB)
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4 (5.42 MB)
08. Advanced Optimization Exercise.html (7.69 KB)
09. Alternative Ways of Setting Up the Problem.html (11.14 KB)
10. Estimation Error.html (7.01 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt (4.93 KB)
10. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4 (10.69 MB)
11. Infeasible Problems.html (7.02 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt (4.04 KB)
11. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4 (7.53 MB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt (3.56 KB)
12. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4 (4.97 MB)
12. Transaction Costs.html (7.03 KB)
13. Will the Portfolios Be Different.html (8.10 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt (4.91 KB)
14. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4 (11.60 MB)
14. Path Dependency.html (7.03 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt (3.70 KB)
15. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4 (8.22 MB)
15. What Is Optimization Doing to Our Alphas.html (7.14 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt (1.62 KB)
16. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4 (5.45 MB)
16. Outro.html (6.93 KB)
17. Interlude.html (6.86 KB)
17. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4 (18.31 MB)
18. Feedback.html (7.43 KB)
index.html (5.54 KB)

Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling (11 files)

01. Intro.html (5.71 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt (2.42 KB)
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4 (5.39 MB)
02. Project Description.html (6.04 KB)
03. Project 4 Workspace.html (6.37 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt (1.68 KB)
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4 (4.33 MB)
04. Outro What’s next.html (5.64 KB)
Project Description – Multi-factor Model.html (5.38 KB)
Project Rubric – Multi-factor Model.html (10.46 KB)
index.html (4.60 KB)

Part 02-Module 01-Lesson 01_Welcome To Term II (13 files)

01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.en.vtt (3.12 KB)
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4 (17.30 MB)
01. Welcome!.html (5.58 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.en.vtt (1.75 KB)
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4 (6.89 MB)
02. Overview of Term II.html (5.62 KB)
03. Your Instructors.html (13.83 KB)
04. Interview with Gordon Ritter.html (5.86 KB)
04. NewsRoom Liz V2-Os881EhJv68.mp4 (56.20 MB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.en.vtt (12.41 KB)
05. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4 (48.24 MB)
05. Interview with Justin Sheetz.html (5.89 KB)
index.html (4.42 KB)

img (12 files)

arpan-100x1002x.png (57.16 KB)
brok-bucholtz-thumbnail.jpg (13.05 KB)
cezanne-camacho.jpg (9.16 KB)
eddy-100x1002x.png (69.54 KB)
jonathan-100x1002x.png (63.93 KB)
juan-delgado-1.jpg (8.31 KB)
justin-100x1002x.png (71.79 KB)
liz-100x1002x.png (67.92 KB)
luis-serrano.jpg (8.95 KB)
mat-leonard.jpg (7.81 KB)
parnian-barekatain.jpg (209.57 KB)
ritter-gordon.jpg (12.47 KB)

Part 02-Module 01-Lesson 02_Intro to Natural Language Processing (47 files)

01. NLP Overview.html (6.20 KB)
01. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
01. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
02. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
02. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
02. Structured Languages.html (9.25 KB)
03. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
03. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
03. Grammar.html (7.96 KB)
04. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
04. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
04. Unstructured Text.html (8.51 KB)
05. Counting Words.html (9.77 KB)
06. Context Is Everything.html (6.71 KB)
06. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
06. Context-J-4pfu2w1C0.mp4 (4.62 MB)
06. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
07. NLP and Pipelines.html (6.39 KB)
07. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
07. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
08. How NLP Pipelines Work.html (6.39 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
09. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
09. Text Processing-pqheVyctkNQ.mp4 (2.96 MB)
09. Text Processing-pqheVyctkNQ.pt-BR.vtt (2.96 KB)
09. Text Processing-pqheVyctkNQ.zh-CN.vtt (2.30 KB)
09. Text Processing.html (6.56 KB)
10. Feature Extraction-UgENzCmfFWE.en.vtt (3.82 KB)
10. Feature Extraction-UgENzCmfFWE.mp4 (3.47 MB)
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt (4.24 KB)
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt (3.34 KB)
10. Feature Extraction.html (6.61 KB)
11. Modeling-P4w_2rkxBvE.en.vtt (1.29 KB)
11. Modeling-P4w_2rkxBvE.mp4 (1.19 MB)
11. Modeling-P4w_2rkxBvE.pt-BR.vtt (1.44 KB)
11. Modeling-P4w_2rkxBvE.zh-CN.vtt (1.09 KB)
11. Modeling.html (6.15 KB)
index.html (4.85 KB)

Part 02-Module 01-Lesson 03_Text Processing (53 files)

01. Text Processing-6LO6I5M18PQ.en.vtt (1.18 KB)
01. Text Processing-6LO6I5M18PQ.mp4 (1.77 MB)
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt (1.24 KB)
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt (1.06 KB)
01. Text Processing.html (6.55 KB)
02. Coding Examples.html (6.75 KB)
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt (1.77 KB)
03. Capturing Text Data-Z4mnMN1ApG4.mp4 (2.37 MB)
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt (1.57 KB)
03. Capturing Text Data.html (7.10 KB)
04. Normalization-eOV2UUY8vtM.en.vtt (3.24 KB)
04. Normalization-eOV2UUY8vtM.mp4 (3.13 MB)
04. Normalization-eOV2UUY8vtM.pt-BR.vtt (3.37 KB)
04. Normalization-eOV2UUY8vtM.zh-CN.vtt (2.88 KB)
04. Normalization.html (7.26 KB)
05. Tokenization-4Ieotbeh4u8.en.vtt (2.89 KB)
05. Tokenization-4Ieotbeh4u8.mp4 (3.22 MB)
05. Tokenization-4Ieotbeh4u8.pt-BR.vtt (3.28 KB)
05. Tokenization-4Ieotbeh4u8.zh-CN.vtt (2.59 KB)
05. Tokenization.html (6.82 KB)
06. Cleaning-qawXp9DPV6I.en.vtt (8.29 KB)
06. Cleaning-qawXp9DPV6I.mp4 (19.59 MB)
06. Cleaning-qawXp9DPV6I.pt-BR.vtt (9.05 KB)
06. Cleaning-qawXp9DPV6I.zh-CN.vtt (7.47 KB)
06. Cleaning.html (6.99 KB)
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt (1.59 KB)
07. Stop Word Removal-WAU_Ij0GJbw.mp4 (1.96 MB)
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt (1.79 KB)
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt (1.40 KB)
07. Stop Word Removal.html (6.57 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt (1.67 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 (2.15 MB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt (1.99 KB)
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt (1.48 KB)
08. Part-of-Speech Tagging.html (7.15 KB)
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt (1.10 KB)
09. Named Entity Recognition-QUQu2nsE7vE.mp4 (1.17 MB)
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt (1.25 KB)
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt (1.00 KB)
09. Named Entity Recognition.html (6.63 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt (4.77 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4 (4.93 MB)
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt (5.02 KB)
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt (4.26 KB)
10. Stemming and Lemmatization.html (6.64 KB)
11. Exercise Process Tweets.html (7.01 KB)
12. Text Processing Coding Examples.html (7.01 KB)
13. Summary-zKYEvRd2XmI.en.vtt (1.11 KB)
13. Summary-zKYEvRd2XmI.mp4 (977.95 KB)
13. Summary-zKYEvRd2XmI.pt-BR.vtt (1.25 KB)
13. Summary-zKYEvRd2XmI.zh-CN.vtt (984.00 B)
13. Summary.html (6.37 KB)
index.html (4.99 KB)

Part 02-Module 01-Lesson 04_Feature Extraction (48 files)

01. Feature Extraction-Bd6TJB8eVLQ.en.vtt (1.10 KB)
01. Feature Extraction-Bd6TJB8eVLQ.mp4 (2.26 MB)
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt (970.00 B)
01. Feature Extraction.html (6.04 KB)
02. Bag Of Words-A7M1z8yLl0w.en.vtt (4.72 KB)
02. Bag Of Words-A7M1z8yLl0w.mp4 (4.01 MB)
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt (5.04 KB)
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt (4.13 KB)
02. Bag of Words.html (6.10 KB)
03. TF-IDF-XZBiBIRcACE.en.vtt (2.38 KB)
03. TF-IDF-XZBiBIRcACE.mp4 (2.05 MB)
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt (2.07 KB)
03. TF-IDF.html (5.96 KB)
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt (1.40 KB)
04. One-Hot Encoding-a0j1CDXFYZI.mp4 (1.08 MB)
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt (1.59 KB)
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt (1.21 KB)
04. One-Hot Encoding.html (6.14 KB)
05. Word Embeddings-4mM_S9L2_JQ.en.vtt (1.55 KB)
05. Word Embeddings-4mM_S9L2_JQ.mp4 (1.22 MB)
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt (1.71 KB)
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt (1.26 KB)
05. Word Embeddings.html (6.13 KB)
06. Word2Vec-7jjappzGRe0.en.vtt (3.42 KB)
06. Word2Vec-7jjappzGRe0.mp4 (2.98 MB)
06. Word2Vec-7jjappzGRe0.pt-BR.vtt (3.81 KB)
06. Word2Vec-7jjappzGRe0.zh-CN.vtt (2.85 KB)
06. Word2Vec.html (6.07 KB)
07. GloVe-KK3PMIiIn8o.en.vtt (4.21 KB)
07. GloVe-KK3PMIiIn8o.mp4 (3.81 MB)
07. GloVe-KK3PMIiIn8o.pt-BR.vtt (4.55 KB)
07. GloVe-KK3PMIiIn8o.zh-CN.vtt (3.61 KB)
07. GloVe.html (6.07 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt (5.11 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 (4.70 MB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt (5.60 KB)
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt (4.70 KB)
08. Embeddings for Deep Learning.html (6.23 KB)
09. T-SNE-xxcK8oZ6_WE.en.vtt (2.17 KB)
09. T-SNE-xxcK8oZ6_WE.mp4 (5.56 MB)
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt (2.47 KB)
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt (1.84 KB)
09. t-SNE.html (6.05 KB)
10. NLP Summary-B9ul8fsQYOA.en.vtt (688.00 B)
10. NLP Summary-B9ul8fsQYOA.mp4 (1.38 MB)
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt (624.00 B)
10. Summary.html (5.87 KB)
index.html (4.66 KB)

Part 02-Module 01-Lesson 05_Financial Statements (69 files)

01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.en.vtt (1.28 KB)
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4 (5.98 MB)
01. Introduction.html (7.69 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.en.vtt (3.66 KB)
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4 (20.45 MB)
02. Financial Statements.html (7.75 KB)
03. 10-K Walkthrough.html (7.72 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.en.vtt (8.23 KB)
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4 (36.87 MB)
04. Quiz 10-Ks and EDGAR.html (10.23 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.en.vtt (4.63 KB)
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4 (11.27 MB)
05. Introduction to Regexes.html (7.76 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.en.vtt (2.82 KB)
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4 (6.88 MB)
06. Raw Strings.html (8.64 KB)
07. Finding Words .html (8.66 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.en.vtt (5.34 KB)
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4 (11.78 MB)
08. Finding MetaCharacters.html (8.72 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.en.vtt (2.01 KB)
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4 (4.00 MB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.en.vtt (5.34 KB)
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4 (14.65 MB)
09. Searching For Simple Patterns.html (8.74 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.en.vtt (6.15 KB)
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4 (13.61 MB)
10. Word Boundaries.html (8.67 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.en.vtt (3.97 KB)
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4 (8.61 MB)
11. Simple MetaCharacters.html (8.70 KB)
12. Character Sets.html (8.67 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.en.vtt (10.32 KB)
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4 (22.56 MB)
13. Groups.html (8.67 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.en.vtt (6.55 KB)
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4 (17.63 MB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.en.vtt (8.50 KB)
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4 (17.51 MB)
14. Substitutions and Flags.html (8.72 KB)
15. Applying Regexes to 10-Ks.html (8.37 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.en.vtt (3.04 KB)
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4 (12.67 MB)
16. Introduction to BeautifulSoup.html (7.80 KB)
17. Parsers.html (9.35 KB)
18. HTML Structure.html (7.71 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.en.vtt (7.17 KB)
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4 (15.07 MB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.en.vtt (1.55 KB)
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4 (3.65 MB)
19. Parsing an HTML File.html (8.71 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.en.vtt (4.54 KB)
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4 (10.97 MB)
20. Navigating The Parse Tree.html (8.74 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.en.vtt (4.70 KB)
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4 (11.88 MB)
21. Searching The Parse Tree.html (8.76 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.en.vtt (3.16 KB)
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4 (7.65 MB)
22. Searching by Class and Regexes.html (8.76 KB)
23. Children Tags.html (8.73 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.en.vtt (4.90 KB)
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR–1dLqcTM.mp4 (13.06 MB)
24. Exercise Get Headers and Paragraphs.html (8.40 KB)
25. The Requests Library.html (8.34 KB)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.en.vtt (496.00 B)
26. AIT M5L4B 99 Summary V1-NgIufQFEHps.mp4 (2.07 MB)
26. Summary.html (7.56 KB)
index.html (6.04 KB)

Part 02-Module 01-Lesson 06_Basic NLP Analysis (24 files)

01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.en.vtt (1.16 KB)
01. AIT M5L5 01 Introduction V2-94CP-oy5KKI.mp4 (6.00 MB)
01. Introduction.html (5.98 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.en.vtt (2.91 KB)
02. AIT M5L5 02 Readability V2-pcB63lIgiQg.mp4 (17.62 MB)
02. Readability.html (5.98 KB)
03. Exercise Readability.html (6.62 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.en.vtt (2.11 KB)
04. AIT M5L5 04 BagofWords V3-8t2bf9kAVHE.mp4 (10.35 MB)
04. Bag-of-Words.html (5.99 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.en.vtt (1.87 KB)
05. AIT M5L5 06 World Lists Searches V2-RutjcGh74Mw.mp4 (4.15 MB)
05. Sentiments from Wordlists.html (6.59 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.en.vtt (4.19 KB)
06. AIT M5L5 05 Frequency Reweighting V2-X-Cf2Uj7tH4.mp4 (25.33 MB)
06. Frequency Reweighting (TF-IDF).html (6.07 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.en.vtt (4.33 KB)
07. AIT M5L5 08 Similarity Analysis V3-LNro_9JOIrY.mp4 (11.12 MB)
07. Similarity Metrics.html (6.05 KB)
08. Exercise Bag of Words and Document Vector.html (6.68 KB)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.en.vtt (563.00 B)
09. AIT M5L5 99 Summary V1-ThLOv6gDyHI.mp4 (2.82 MB)
09. Summary.html (5.84 KB)
index.html (4.73 KB)

Part 02-Module 01-Lesson 07_Project 5 NLP on Financial Statements (8 files)

01. Intro Term II V2-jSK9Pr7wFQo.en.vtt (3.05 KB)
01. Intro Term II V2-jSK9Pr7wFQo.mp4 (9.34 MB)
01. Introduction to Project 5.html (5.70 KB)
02. Project Description.html (5.71 KB)
03. Project 5 Workspace.html (6.21 KB)
Project Description – NLP on Financial Statements.html (5.37 KB)
Project Rubric – NLP on Financial Statements.html (7.88 KB)
index.html (4.57 KB)

Part 02-Module 02-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.08 KB)
03. Classification Problems 1.html (10.48 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.24 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.96 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.43 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.28 KB)
08. Why Neural Networks.html (9.30 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.43 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.29 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.71 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.12 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.21 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.89 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.61 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.76 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.22 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.72 KB)
19. Maximizing Probabilities.html (11.17 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.46 KB)
21. Cross-Entropy 2.html (11.92 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.45 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.05 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.25 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.33 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.65 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.27 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.21 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.24 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.23 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.64 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.70 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
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meme.png (209.05 KB)
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perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 02-Module 02-Lesson 02_Training Neural Networks (77 files)

01. Instructor.html (6.89 KB)
02. Training Optimization-UiGKhx9pUYc.en.vtt (824.00 B)
02. Training Optimization-UiGKhx9pUYc.mp4 (2.96 MB)
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt (874.00 B)
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt (840.00 B)
02. Training Optimization.html (6.88 KB)
03. Testing-EeBZpb-PSac.en.vtt (2.41 KB)
03. Testing-EeBZpb-PSac.mp4 (2.00 MB)
03. Testing-EeBZpb-PSac.pt-BR.vtt (2.37 KB)
03. Testing-EeBZpb-PSac.zh-CN.vtt (1.99 KB)
03. Testing.html (6.80 KB)
04. Overfitting and Underfitting.html (6.95 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt (7.49 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 (6.42 MB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt (8.15 KB)
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt (6.54 KB)
05. Early Stopping.html (6.88 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt (5.32 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.mp4 (4.90 MB)
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt (5.52 KB)
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt (4.65 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt (1.15 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.mp4 (1.01 MB)
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt (1.16 KB)
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt (1.02 KB)
06. Regularization.html (7.92 KB)
07. Regularization 2.html (6.84 KB)
07. Regularization-ndYnUrx8xvs.en.vtt (8.07 KB)
07. Regularization-ndYnUrx8xvs.mp4 (7.57 MB)
07. Regularization-ndYnUrx8xvs.pt-BR.vtt (8.78 KB)
07. Regularization-ndYnUrx8xvs.zh-CN.vtt (6.96 KB)
08. Dropout-Ty6K6YiGdBs.en.vtt (4.71 KB)
08. Dropout-Ty6K6YiGdBs.mp4 (4.22 MB)
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt (4.66 KB)
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt (4.06 KB)
08. Dropout.html (6.78 KB)
09. Local Minima-gF_sW_nY-xw.en.vtt (1.14 KB)
09. Local Minima-gF_sW_nY-xw.mp4 (819.86 KB)
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt (1.05 KB)
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt (1.01 KB)
09. Local Minima.html (6.82 KB)
10. Random Restart-idyBBCzXiqg.en.vtt (466.00 B)
10. Random Restart-idyBBCzXiqg.mp4 (394.99 KB)
10. Random Restart-idyBBCzXiqg.pt-BR.vtt (478.00 B)
10. Random Restart-idyBBCzXiqg.zh-CN.vtt (419.00 B)
10. Random Restart.html (6.84 KB)
11. Vanishing Gradient-W_JJm_5syFw.en.vtt (1.46 KB)
11. Vanishing Gradient-W_JJm_5syFw.mp4 (1.32 MB)
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt (1.56 KB)
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt (1.24 KB)
11. Vanishing Gradient.html (6.88 KB)
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt (2.68 KB)
12. Other Activation Functions-kA-1vUt6cvQ.mp4 (2.30 MB)
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt (2.55 KB)
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt (2.34 KB)
12. Other Activation Functions.html (7.25 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt (4.64 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 (3.95 MB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt (4.63 KB)
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt (4.10 KB)
13. Batch vs Stochastic Gradient Descent.html (7.01 KB)
14. Learning Rate Decay.html (6.84 KB)
14. Learning Rate-TwJ8aSZoh2U.en.vtt (1.12 KB)
14. Learning Rate-TwJ8aSZoh2U.mp4 (927.05 KB)
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt (1.26 KB)
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt (1020.00 B)
15. Momentum-r-rYz_PEWC8.en.vtt (2.50 KB)
15. Momentum-r-rYz_PEWC8.mp4 (2.14 MB)
15. Momentum-r-rYz_PEWC8.pt-BR.vtt (2.70 KB)
15. Momentum-r-rYz_PEWC8.zh-CN.vtt (2.21 KB)
15. Momentum.html (6.81 KB)
16. Error Functions Around the World-34AAcTECu2A.en.vtt (1.17 KB)
16. Error Functions Around the World-34AAcTECu2A.mp4 (1.73 MB)
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt (1.08 KB)
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt (1.12 KB)
16. Error Functions Around the World.html (6.86 KB)
index.html (5.23 KB)

img (2 files)

regularization-quiz.png (87.90 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)

Part 02-Module 02-Lesson 03_Deep Learning with PyTorch (89 files)

01. Welcome!.html (12.80 KB)
02. Pre-Notebook.html (9.30 KB)
03. Notebook Workspace.html (8.62 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt (9.75 KB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4 (12.32 MB)
04. PyTorch V2 Part 1 V1-6Z7WntXays8.zh-CN.vtt (7.72 KB)
04. Single layer neural networks.html (8.75 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt (10.42 KB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4 (15.66 MB)
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.zh-CN.vtt (8.49 KB)
05. Single layer neural networks solution.html (8.79 KB)
06. Networks Using Matrix Multiplication.html (8.75 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt (4.52 KB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4 (6.57 MB)
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.zh-CN.vtt (3.60 KB)
07. Multilayer Networks Solution.html (8.17 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt (4.52 KB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4 (5.90 MB)
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.zh-CN.vtt (3.63 KB)
08. Neural Networks in PyTorch.html (8.70 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt (5.83 KB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4 (10.00 MB)
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.zh-CN.vtt (4.79 KB)
09. Neural Networks Solution.html (8.70 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt (7.53 KB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4 (8.78 MB)
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.zh-CN.vtt (5.96 KB)
10. Implementing Softmax Solution.html (8.78 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt (12.12 KB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4 (16.70 MB)
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.zh-CN.vtt (9.71 KB)
11. Network Architectures in PyTorch.html (8.80 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt (15.28 KB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4 (18.80 MB)
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.zh-CN.vtt (12.07 KB)
12. Network Architectures Solution.html (8.92 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt (15.36 KB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4 (21.27 MB)
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.zh-CN.vtt (11.96 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt (2.73 KB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4 (3.56 MB)
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.zh-CN.vtt (2.15 KB)
13. Training a Network Solution.html (8.16 KB)
14. Classifying Fashion-MNIST.html (8.78 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.en.vtt (2.26 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.mp4 (3.32 MB)
14. PyTorch – Part 4-AEJV_RKZ7VU.pt-BR.vtt (2.19 KB)
14. PyTorch – Part 4-AEJV_RKZ7VU.zh-CN.vtt (1.91 KB)
15. Fashion-MNIST Solution.html (8.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt (6.14 KB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4 (8.24 MB)
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.zh-CN.vtt (5.03 KB)
16. Inference and Validation.html (8.70 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt (8.91 KB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4 (12.81 MB)
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.zh-CN.vtt (7.18 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt (7.45 KB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4 (15.84 MB)
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.zh-CN.vtt (5.82 KB)
17. Validation Solution.html (8.12 KB)
18. Dropout Solution.html (8.13 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt (2.06 KB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4 (2.78 MB)
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.zh-CN.vtt (1.68 KB)
19. Saving Loading Models V1-psmrPu-mseA.en.vtt (10.25 KB)
19. Saving Loading Models V1-psmrPu-mseA.mp4 (15.94 MB)
19. Saving and Loading Models.html (8.01 KB)
20. Loading Image Data.html (8.19 KB)
20. PyTorch – Part 7-hFu7GTfRWks.en.vtt (10.67 KB)
20. PyTorch – Part 7-hFu7GTfRWks.mp4 (14.62 MB)
20. PyTorch – Part 7-hFu7GTfRWks.pt-BR.vtt (10.86 KB)
20. PyTorch – Part 7-hFu7GTfRWks.zh-CN.vtt (8.56 KB)
21. Loading Image Data Solution.html (8.15 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt (4.47 KB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4 (6.80 MB)
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.zh-CN.vtt (3.67 KB)
22. Pre-Notebook with GPU.html (8.50 KB)
23. Notebook Workspace w GPU.html (8.62 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.en.vtt (16.82 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.mp4 (29.51 MB)
24. PyTorch – Part 8-S9F7MtJ5jls.pt-BR.vtt (16.61 KB)
24. PyTorch – Part 8-S9F7MtJ5jls.zh-CN.vtt (13.19 KB)
24. Transfer Learning.html (8.19 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt (13.49 KB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4 (17.49 MB)
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.zh-CN.vtt (10.50 KB)
25. Transfer Learning Solution.html (8.16 KB)
26. Tips, Tricks, and Other Notes.html (9.14 KB)
index.html (6.32 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 02-Module 02-Lesson 04_Recurrent Neural Networks (94 files)

01. Intro to RNNs.html (8.51 KB)
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt (4.71 KB)
02. RNN Vs LSTM-70MgF-IwAr8.mp4 (3.58 MB)
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt (4.24 KB)
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt (4.22 KB)
02. RNN vs LSTM.html (7.33 KB)
03. Basics of LSTM.html (7.34 KB)
03. LSTM Basics-gjb68a4XsqE.en.vtt (5.21 KB)
03. LSTM Basics-gjb68a4XsqE.mp4 (4.03 MB)
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt (5.06 KB)
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt (4.59 KB)
04. Architecture of LSTM.html (7.38 KB)
04. LSTM Architecture-ycwthhdx8ws.en.vtt (1.49 KB)
04. LSTM Architecture-ycwthhdx8ws.mp4 (1.07 MB)
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt (1.46 KB)
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt (1.34 KB)
05. Learn Gate-aVHVI7ovbHY.en.vtt (2.63 KB)
05. Learn Gate-aVHVI7ovbHY.mp4 (2.22 MB)
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt (2.66 KB)
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt (2.51 KB)
05. The Learn Gate.html (7.94 KB)
06. Forget Gate-iWxpfxLUPSU.en.vtt (1.26 KB)
06. Forget Gate-iWxpfxLUPSU.mp4 (1.04 MB)
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt (1.33 KB)
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt (1.12 KB)
06. The Forget Gate.html (7.86 KB)
07. Remember Gate-0qlm86HaXuU.en.vtt (734.00 B)
07. Remember Gate-0qlm86HaXuU.mp4 (676.91 KB)
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt (700.00 B)
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt (632.00 B)
07. The Remember Gate.html (7.74 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt (1.75 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 (1.50 MB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt (1.73 KB)
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt (1.50 KB)
08. The Use Gate.html (7.98 KB)
09. Putting It All Together-IF8FlKW-Zo0.en.vtt (2.42 KB)
09. Putting It All Together-IF8FlKW-Zo0.mp4 (1.58 MB)
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt (2.36 KB)
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt (2.12 KB)
09. Putting it All Together.html (7.43 KB)
10. Other Architectures-MsxFDuYlTuQ.en.vtt (2.31 KB)
10. Other Architectures-MsxFDuYlTuQ.mp4 (1.71 MB)
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt (2.45 KB)
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt (2.04 KB)
10. Other architectures.html (7.69 KB)
11. Implementing RNNs.html (7.77 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt (10.86 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4 (14.80 MB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt (10.48 KB)
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt (8.72 KB)
12. Time-Series Prediction.html (8.22 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt (7.85 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.mp4 (9.57 MB)
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt (7.42 KB)
13. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt (6.40 KB)
13. Training Memory.html (9.38 KB)
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt (3.33 KB)
14. Character-Wise RNN-dXl3eWCGLdU.mp4 (2.88 MB)
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt (3.66 KB)
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt (3.04 KB)
14. Character-wise RNNs.html (7.39 KB)
15. Sequence Batching.html (7.39 KB)
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt (2.09 KB)
15. Sequence-Batching-Z4OiyU0Cldg.mp4 (2.29 MB)
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt (2.33 KB)
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt (1.92 KB)
16. Notebook Character-Level RNN.html (9.29 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt (11.56 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4 (15.77 MB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt (10.73 KB)
17. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt (9.43 KB)
17. Implementing a Char-RNN.html (7.80 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt (5.17 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4 (5.82 MB)
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt (4.92 KB)
18. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt (4.24 KB)
18. Batching Data, Solution.html (7.41 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt (5.76 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.mp4 (9.05 MB)
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt (5.99 KB)
19. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt (4.87 KB)
19. Defining the Model.html (7.89 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt (11.40 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4 (18.32 MB)
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt (11.12 KB)
20. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt (9.32 KB)
20. Char-RNN, Solution.html (9.24 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt (8.77 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.mp4 (12.38 MB)
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt (8.92 KB)
21. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt (7.11 KB)
21. Making Predictions.html (8.24 KB)
index.html (5.63 KB)

img (6 files)

cezanne-head.jpg (59.53 KB)
meme.png (209.05 KB)
screen-shot-2017-11-16-at-4.26.22-pm.png (41.24 KB)
screen-shot-2017-11-16-at-4.27.58-pm.png (27.77 KB)
screen-shot-2017-11-16-at-4.31.41-pm.png (44.91 KB)
screen-shot-2018-10-15-at-8.35.15-pm.png (119.96 KB)

Part 02-Module 02-Lesson 05_Embeddings Word2Vec (65 files)

01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt (2.78 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4 (5.18 MB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt (2.98 KB)
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.zh-CN.vtt (2.37 KB)
01. Word Embeddings.html (7.16 KB)
02. Embedding Weight MatrixLookup Table.html (7.25 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt (4.51 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4 (5.99 MB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt (4.58 KB)
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.zh-CN.vtt (3.74 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt (6.87 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4 (7.12 MB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt (7.08 KB)
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.zh-CN.vtt (5.94 KB)
03. Word2Vec Notebook.html (7.40 KB)
04. Pre-Notebook Word2Vec, SkipGram.html (9.24 KB)
05. Notebook Word2Vec, SkipGram.html (7.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt (10.50 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4 (14.69 MB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt (10.26 KB)
06. 4 Data Subsampling V1-7SJXv2BQzZA.zh-CN.vtt (8.96 KB)
06. Data Subsampling.html (8.96 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt (2.82 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4 (3.42 MB)
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt (3.06 KB)
07. 5 Subsampling Solution V1-YXruURuFD7g.zh-CN.vtt (2.43 KB)
07. Subsampling Solution.html (7.10 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt (4.54 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4 (5.67 MB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt (4.43 KB)
08. 6 Defining Context Targets V1-DJN9MzD7ctY.zh-CN.vtt (3.94 KB)
08. Context Word Targets.html (8.49 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt (5.28 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4 (6.06 MB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt (5.21 KB)
09. 7 Batching Data Solution V1-nu2rjLzt1HI.zh-CN.vtt (4.61 KB)
09. Batching Data, Solution.html (7.11 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt (10.87 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4 (11.35 MB)
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt (10.26 KB)
10. 8 Word2vec Model V2-7BEYWhym8lI.zh-CN.vtt (8.98 KB)
10. Word2Vec Model.html (7.05 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt (8.79 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4 (13.67 MB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt (8.31 KB)
11. 9 Model Validation Loss V2-GKDCq8J76tM.zh-CN.vtt (7.20 KB)
11. Model Validations.html (7.11 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt (7.03 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4 (9.51 MB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt (7.41 KB)
12. 10 NegativeSampling V1-gnCwdegYNsQ.zh-CN.vtt (5.96 KB)
12. Negative Sampling.html (7.08 KB)
13. Pre-Notebook Negative Sampling.html (9.12 KB)
14. Notebook Negative Sampling.html (7.50 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt (3.87 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4 (4.67 MB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt (3.75 KB)
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.zh-CN.vtt (3.20 KB)
15. SkipGramNeg, Model Definition.html (7.12 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt (10.34 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4 (14.35 MB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt (10.41 KB)
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.zh-CN.vtt (8.63 KB)
16. Complete Model Custom Loss.html (7.27 KB)
index.html (5.41 KB)

Part 02-Module 02-Lesson 06_Sentiment Prediction RNN (39 files)

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt (2.17 KB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4 (2.20 MB)
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt (1.69 KB)
01. Sentiment RNN, Introduction.html (6.73 KB)
02. Pre-Notebook Sentiment RNN.html (8.86 KB)
03. Notebook Sentiment RNN.html (7.22 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt (6.93 KB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4 (10.09 MB)
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt (5.68 KB)
04. Data Pre-Processing.html (6.71 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt (4.78 KB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4 (6.45 MB)
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt (4.12 KB)
05. Encoding Words, Solution.html (6.72 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt (3.60 KB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4 (4.59 MB)
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt (3.03 KB)
06. Getting Rid of Zero-Length.html (6.74 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt (4.60 KB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4 (6.36 MB)
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt (3.84 KB)
07. Cleaning Padding Data.html (6.74 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt (5.04 KB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4 (5.48 MB)
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt (4.19 KB)
08. Padded Features, Solution.html (6.73 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt (6.61 KB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4 (9.01 MB)
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt (5.66 KB)
09. TensorDataset Batching Data.html (7.90 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt (5.05 KB)
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4 (5.63 MB)
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt (4.06 KB)
10. Defining the Model.html (6.68 KB)
11. Complete Sentiment RNN.html (12.90 KB)
12. Training the Model.html (13.24 KB)
13. Testing.html (10.56 KB)
14. Inference, Solution.html (13.19 KB)
index.html (5.21 KB)

img (4 files)

dancing-beemo.gif (318.16 KB)
screen-shot-2018-11-05-at-11.33.57-am.png (153.88 KB)
screen-shot-2018-11-06-at-2.30.04-pm.png (75.93 KB)
screen-shot-2018-11-06-at-2.48.40-pm.png (58.05 KB)

Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks (5 files)

01. Project Description.html (5.83 KB)
02. Project Notebook.html (6.14 KB)
Project Description – Sentiment Analysis with Neural Networks.html (5.34 KB)
Project Rubric – Sentiment Analysis with Neural Networks.html (10.40 KB)
index.html (4.56 KB)

Part 02-Module 03-Lesson 01_Overview (13 files)

01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.en.vtt (1.48 KB)
01. L1 01 HS Welcome To M7 V2-3l–nlBdfaA.mp4 (5.28 MB)
01. Welcome.html (5.61 KB)
02. Overview of Machine Learning Techniques.html (6.15 KB)
03. Supervised Learning.html (5.68 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.en.vtt (1.49 KB)
03. Types Of Machine Learning Supervised V1-iGTuWwR6kZE.mp4 (2.64 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt (1.30 KB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.mp4 (1.92 MB)
04. Types of Machine Learning – Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt (1.52 KB)
04. Unsupervised and Reinforcement Learning.html (5.92 KB)
05. Getting Started.html (6.68 KB)
index.html (4.43 KB)

img (2 files)

josh-bernhard.jpg (28.55 KB)
screen-shot-2018-12-21-at-1.54.06-pm.png (898.85 KB)

Part 02-Module 03-Lesson 02_Decision Trees (79 files)

01. Welcome.html (8.20 KB)
02. Intro.html (7.99 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
02. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
03. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
03. Recommending Apps 1.html (11.24 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
04. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
04. Recommending Apps 2.html (9.26 KB)
05. Recommending Apps 3.html (8.00 KB)
05. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
05. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
05. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
05. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
06. Tree Anatomy.html (10.84 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
07. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
07. Quiz Student Admissions.html (9.41 KB)
08. Solution Student Admissions.html (8.24 KB)
08. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
08. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
08. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
08. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
09. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
09. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
09. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
09. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
09. Entropy.html (7.92 KB)
10. Entropy Formula 1.html (9.76 KB)
10. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
10. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
10. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
10. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
11. Entropy Formula 2.html (9.30 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
11. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
12. Entropy Formula 3.html (8.46 KB)
12. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
12. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
12. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
12. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
13. Quiz Do You Know Your Entropy.html (7.85 KB)
14. Multiclass Entropy.html (9.92 KB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
15. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
15. Quiz Information Gain.html (10.16 KB)
16. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
16. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
16. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
16. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
16. Solution Information Gain.html (8.80 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
17. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
17. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
17. Maximizing Information Gain.html (8.10 KB)
18. Calculating Information Gain on a Dataset.html (9.21 KB)
19. Gini Impurity.html (10.26 KB)
20. Hyperparameters.html (14.28 KB)
21. Decision Trees in sklearn.html (17.16 KB)
22. Titanic Survival Model with Decision Trees.html (8.50 KB)
23. [Solution] Titanic Survival Model.html (8.46 KB)
24. Visualizing Your Tree.html (10.85 KB)
25. Visualizing Your Tree Exercise.html (8.44 KB)
26. Outro.html (7.95 KB)
index.html (6.10 KB)

img (16 files)

depth.png (66.38 KB)
graphviz-example.png (19.58 KB)
meme.png (209.05 KB)
min-samples-leaf.png (110.70 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
screen-shot-2018-12-12-at-12.49.37-pm.png (146.65 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
tree-anatomy-annotated.png (78.99 KB)
tree-example.png (14.29 KB)
trees.png (300.00 KB)

Part 02-Module 03-Lesson 03_Model Testing and Evaluation (88 files)

01. 01 Intro-4C4PuJANIdE.en.vtt (994.00 B)
01. 01 Intro-4C4PuJANIdE.mp4 (2.73 MB)
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt (945.00 B)
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt (922.00 B)
01. Intro.html (7.47 KB)
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt (1.45 KB)
02. 02 Intro SC V1-mIgABrjJVBY.mp4 (1.08 MB)
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt (1.40 KB)
02. Outline.html (7.41 KB)
03. Testing your models.html (12.52 KB)
03. Testing-gmxGRJSKEb0.en-US.vtt (7.63 KB)
03. Testing-gmxGRJSKEb0.mp4 (5.63 MB)
03. Testing-gmxGRJSKEb0.pt-BR.vtt (7.34 KB)
03. Testing-gmxGRJSKEb0.zh-CN.vtt (6.75 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt (5.52 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt (5.71 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 (5.04 MB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt (4.76 KB)
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt (4.96 KB)
04. Confusion Matrix.html (10.17 KB)
05. Confusion Matrix 2.html (7.72 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt (1.10 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt (1.05 KB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4 (1.10 MB)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt (889.00 B)
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt (956.00 B)
06. Accuracy-s6SfhPTNOHA.en-US.vtt (2.08 KB)
06. Accuracy-s6SfhPTNOHA.en.vtt (1.72 KB)
06. Accuracy-s6SfhPTNOHA.mp4 (2.34 MB)
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt (1.87 KB)
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt (1.62 KB)
06. Accuracy.html (8.63 KB)
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt (720.00 B)
07. Accuracy 2-ueYCLfd_aNQ.en.vtt (688.00 B)
07. Accuracy 2-ueYCLfd_aNQ.mp4 (573.82 KB)
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt (618.00 B)
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt (656.00 B)
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt (528.00 B)
07. Accuracy 2.html (7.73 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt (2.81 KB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4 (2.15 MB)
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt (2.79 KB)
08. When accuracy won’t work.html (7.51 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt (2.88 KB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4 (2.22 MB)
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt (2.67 KB)
09. False Negatives and Positives.html (9.86 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt (2.82 KB)
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4 (2.23 MB)
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt (2.84 KB)
10. Precision and Recall.html (7.91 KB)
11. 06 Precision SC V1-q2wVorBfefU.en.vtt (2.69 KB)
11. 06 Precision SC V1-q2wVorBfefU.mp4 (2.24 MB)
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt (2.64 KB)
11. Precision.html (9.09 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt (3.05 KB)
12. 07 Recall SC V1-0n5wUZiefkQ.mp4 (2.15 MB)
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt (2.79 KB)
12. Recall.html (9.25 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt (6.89 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.mp4 (6.55 MB)
13. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt (6.23 KB)
13. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt (6.02 KB)
13. Types of Errors.html (7.58 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt (3.32 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.mp4 (5.41 MB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt (3.12 KB)
14. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt (3.03 KB)
14. Model Complexity Graph.html (8.73 KB)
15. Cross Validation.html (7.65 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt (6.11 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4 (9.23 MB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt (5.74 KB)
15. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt (5.23 KB)
16. K-Fold Cross Validation.html (7.52 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.en.vtt (1.96 KB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4 (1.75 MB)
16. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt (2.07 KB)
17. Cross Validation for Time Series.html (8.89 KB)
18. Validation for Financial Data.html (9.48 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt (7.98 KB)
19. Learning Curves SC V1-ZNhnNVKl8NM.mp4 (6.01 MB)
19. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt (8.10 KB)
19. Learning Curves.html (7.88 KB)
20. Detecting Overfitting and Underfitting with Learning Curves.html (19.94 KB)
21. Solution Detecting Overfitting and Underfitting.html (10.49 KB)
22. Outro.html (7.50 KB)
index.html (5.79 KB)

img (13 files)

accuracy-quiz.png (105.85 KB)
circle-data.png (49.91 KB)
complexity.png (95.64 KB)
confusion.png (188.85 KB)
email.png (148.53 KB)
learning-curves.png (109.03 KB)
medical.png (186.53 KB)
meme.png (209.05 KB)
models.png (627.96 KB)
precision-quiz.png (250.81 KB)
recall-quiz.png (228.26 KB)
time-series-validation-2.png (17.65 KB)
train-valid-test-time-2.png (7.50 KB)

Part 02-Module 03-Lesson 04_Random Forests (26 files)

01. Intro.html (6.30 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.en.vtt (2.79 KB)
01. L4 01 HS Intro V2-9c5d6MvguA0.mp4 (9.68 MB)
02. Review Decision Trees.html (7.55 KB)
03. Ensemble Methods.html (8.56 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.en.vtt (2.34 KB)
04. MLND SL DT 13 Random Forests MAIN V2-4xhjf6s_Pr0.mp4 (3.17 MB)
04. Perturbations on Columns.html (7.75 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt (3.19 KB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4 (2.34 MB)
05. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt (3.10 KB)
05. Perturbations on Rows.html (7.06 KB)
06. Forests of Randomized Trees.html (7.65 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.en.vtt (3.31 KB)
06. L4 011 HS Random Forests V5-TSpYXdBYo1s.mp4 (6.65 MB)
07. Random Forests Exercise.html (6.99 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.en.vtt (2.21 KB)
08. L4 15 HS Outofbag Score V4-CcdXrGYaOhE.mp4 (5.86 MB)
08. The Out-of-Bag Estimate.html (6.38 KB)
09. Random Forest Hyperparameters.html (9.20 KB)
10. Choosing Hyperparameter Values.html (7.26 KB)
11. Random Forests for Alpha Combination.html (8.04 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.en.vtt (1.19 KB)
12. L4 17 HS Outro V2-oH7B6EyLE0k.mp4 (4.52 MB)
12. Outro.html (6.18 KB)
index.html (5.00 KB)

img (4 files)

decision-trees-review-quiz.jpg (62.25 KB)
example-finance-tree.png (209.85 KB)
rf-for-alpha-combination.png (88.74 KB)
row-column-example-dataset.png (539.20 KB)

Part 02-Module 03-Lesson 05_Feature Engineering (74 files)

01. Intro.html (6.02 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.en.vtt (1.14 KB)
01. M7L5 Intro V1-lSJ3XajG1L8.mp4 (6.24 MB)
02. Review Random Forests.html (7.70 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.en.vtt (2.89 KB)
03. M7L5 03 Setup Code Exercise V1-xlwlc6l7pXg.mp4 (6.59 MB)
03. Setup Code Exercise.html (6.11 KB)
04. Feature Eng Exercise.html (7.12 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.en.vtt (3.05 KB)
05. M7L5 07 Volatility Dollar Volume Part 1 V2-H5hJOG1DjBU.mp4 (6.54 MB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.en.vtt (3.73 KB)
05. M7L5 07 Volatility Dollar Volume Part 2 V1-1WK5VAMzQ2Q.mp4 (5.63 MB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.en.vtt (1.41 KB)
05. M7L5 07 Volatility Dollar Volume Part 3 V1-xwBdEXXTu1s.mp4 (2.30 MB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.en.vtt (3.88 KB)
05. M7L5 07 Volatility Dollar Volume Solution V1-FBOlA2NaK3k.mp4 (5.27 MB)
05. M7L5 6 V1-R8kfSvnHA3k.en.vtt (3.12 KB)
05. M7L5 6 V1-R8kfSvnHA3k.mp4 (17.37 MB)
05. Universal Quant Features.html (8.63 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.en.vtt (3.07 KB)
06. M7L5 09 Dispersion Intro Part 1 V2-xCGuuymx180.mp4 (4.07 MB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.en.vtt (1.37 KB)
06. M7L5 09 Dispersion Intro Part 2 V1-waeV2fKGeW8.mp4 (1.41 MB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.en.vtt (3.19 KB)
06. M7L5 10 Dispersion Solution V1-S5lzU1nAuhU.mp4 (4.77 MB)
06. M7L5 9 V1-x7ON_-QrpHQ.en.vtt (2.65 KB)
06. M7L5 9 V1-x7ON_-QrpHQ.mp4 (14.18 MB)
06. Market Dispersion.html (7.47 KB)
07. M7L5 12 V1-cHU7Sh12eOo.en.vtt (3.04 KB)
07. M7L5 12 V1-cHU7Sh12eOo.mp4 (16.88 MB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.en.vtt (2.52 KB)
07. M7L5 13 Marketvol Intro V1-G03W42Z5RSo.mp4 (4.02 MB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.en.vtt (2.78 KB)
07. M7L5 13 Marketvol Solution V1-yR1eWiv1jTM.mp4 (7.61 MB)
07. Market Volatility.html (7.08 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.en.vtt (1.39 KB)
08. M7L5 15 V1 (1)-Q5CZxxKXAB8.mp4 (7.39 MB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.en.vtt (2.79 KB)
08. M7L5 16 Sector Intro Part 2 V1-DmYfsKS6kRM.mp4 (4.49 MB)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.en.vtt (856.00 B)
08. M7L5 16 Sector Intro Part 3 V1-sywFquETqso.mp4 (1.06 MB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.en.vtt (2.06 KB)
08. M7L5 16 Sector Intro V2-NSp_qX8s_B0.mp4 (5.35 MB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.en.vtt (1.80 KB)
08. M7L5 17 Sector Solution V1-I9iFbxzIu60.mp4 (2.42 MB)
08. Sector.html (7.84 KB)
09. Date Parts.html (8.45 KB)
09. M7L5 18 V1-7LESwsbt70s.en.vtt (3.83 KB)
09. M7L5 18 V1-7LESwsbt70s.mp4 (21.98 MB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.en.vtt (3.64 KB)
09. M7L5 19 Dates Intro Part 1 V2-IXlHYPjcQ-o.mp4 (8.16 MB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.en.vtt (1.51 KB)
09. M7L5 19 Dates Intro Part 2 V1–I-jF0Ikli0.mp4 (2.17 MB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.en.vtt (1.67 KB)
09. M7L5 19 Dates Intro Part 3 V1-QOwy_XTIAes.mp4 (3.38 MB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.en.vtt (2.77 KB)
09. M7L5 19 Dates Intro Part 4 V1-Eg9DvNMi1v8.mp4 (5.77 MB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.en.vtt (2.40 KB)
09. M7L5 19 Dates Solution Part 1 V2-CliBAanDEhk.mp4 (3.25 MB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.en.vtt (3.68 KB)
09. M7L5 19 Dates Solution Part 2 V1-UhtIVQ8YGvI.mp4 (9.73 MB)
10. M7L5 22 V1-34bV5mYUJAI.en.vtt (4.08 KB)
10. M7L5 22 V1-34bV5mYUJAI.mp4 (22.67 MB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.en.vtt (2.08 KB)
10. M7L5 23 Targets Intro V1-yaKHIvm7cXY.mp4 (2.16 MB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.en.vtt (1.58 KB)
10. M7L5 24 Targets Solution V2-rC27Xoeyes0.mp4 (2.48 MB)
10. Targets (Labels).html (7.03 KB)
11. M7L5 28 V1-Ffax3lTKAs0.en.vtt (2.31 KB)
11. M7L5 28 V1-Ffax3lTKAs0.mp4 (12.45 MB)
11. M7L5 Outro V1-k7DsfRhDwLQ.en.vtt (1.05 KB)
11. M7L5 Outro V1-k7DsfRhDwLQ.mp4 (5.73 MB)
11. Outro.html (6.84 KB)
index.html (4.78 KB)

Part 02-Module 03-Lesson 06_Overlapping Labels (21 files)

01. Intro.html (5.80 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.en.vtt (1.43 KB)
01. L6 01 HS Intro V2-zUOOluyHe_E.mp4 (4.89 MB)
02. Review Feature Engineering.html (7.65 KB)
03. Frame the Problem.html (6.35 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.en.vtt (1.89 KB)
03. L6 03 HS The Problem V4-4nTtrMyP6zQ.mp4 (3.38 MB)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.en.vtt (1001.00 B)
04. L6 05 HS Subsample Rows V4-IAl8kotkzYg.mp4 (2.70 MB)
04. Simple Solution.html (5.84 KB)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.en.vtt (887.00 B)
05. L6 06 HS Adjust Bag Size V4-BZbgljJnGYE.mp4 (3.42 MB)
05. Possible Solution 2.html (6.50 KB)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.en.vtt (604.00 B)
06. L6 08 HS Ensemble Models Trained On Nonoverlapping Periods V5-YiXkL-Ts67I.mp4 (601.84 KB)
06. Possible Solution 3.html (6.21 KB)
07. Dependent Labels Exercise.html (6.47 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.en.vtt (1.69 KB)
08. L6 11 HS Foreshadow V2-iXqYUwpFTqs.mp4 (5.31 MB)
08. Outro.html (5.69 KB)
index.html (4.60 KB)

Part 02-Module 03-Lesson 07_Feature Importance (142 files)

01. Intro.html (6.60 KB)
01. L7 Intro V1-tNGSsp6vUvY.en.vtt (1.81 KB)
01. L7 Intro V1-tNGSsp6vUvY.mp4 (4.62 MB)
02. Feature Importance in Finance.html (6.67 KB)
02. L7 H3 V1-xaXHTDANbnc.en.vtt (1.49 KB)
02. L7 H3 V1-xaXHTDANbnc.mp4 (6.29 MB)
03. Feature Importance in Scikit-learn.html (6.67 KB)
03. L7 H4 V1-CHo9WLLAOl0.en.vtt (1.03 KB)
03. L7 H4 V1-CHo9WLLAOl0.mp4 (5.31 MB)
04. sklearn Exercise.html (7.90 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.en.vtt (4.61 KB)
05. M7L7 07 Sklearn Code Intro Part 1 V3-1lkQSp6FHgo.mp4 (7.94 MB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.en.vtt (3.96 KB)
05. M7L7 07 Sklearn Code Intro Part 2 V1-ZxfpUIY_AcE.mp4 (7.86 MB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.en.vtt (4.51 KB)
05. M7L7 07 Sklearn Code Intro Part 3 V1-e6SZrnZxaTI.mp4 (7.02 MB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.en.vtt (3.75 KB)
05. M7L7 07 Sklearn Code Intro Part 4 V1-l614btyXRCI.mp4 (8.04 MB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.en.vtt (3.46 KB)
05. M7L7 08 Gini Intro V1-_Ar4nlfUUEM.mp4 (4.13 MB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.en.vtt (2.30 KB)
05. M7L7 09 Gini Solution V1-xCjkhgQDTu4.mp4 (4.69 MB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.en.vtt (3.78 KB)
05. M7L7 10 Node Importance Intro V1-Q7KJgKCm8cs.mp4 (7.70 MB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.en.vtt (1.38 KB)
05. M7L7 11 Node Importance Solution V1-Il0GsMMyTcM.mp4 (2.70 MB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.en.vtt (1.52 KB)
05. M7L7 13 Feature Importance Solution V1-C0_ngrOk-TA.mp4 (2.26 MB)
05. sklearn Code Walkthrough (Optional).html (11.31 KB)
06. When Feature Importance is Inconsistent.html (7.66 KB)
07. L7 HS17 V1-k0vANVo-5Ek.en.vtt (3.16 KB)
07. L7 HS17 V1-k0vANVo-5Ek.mp4 (15.71 MB)
07. Shapley Additive Explanations.html (6.65 KB)
08. Shap Exercise.html (7.85 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.en.vtt (5.21 KB)
09. M7L7 20 Shap Intro V1-AhZN3Bv_OCg.mp4 (7.42 MB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.en.vtt (5.54 KB)
09. M7L7 21 Optional Explanation Part 1 V2-7shDUICrpro.mp4 (7.15 MB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.en.vtt (2.87 KB)
09. M7L7 21 Optional Explanation Part 2 V1-zpn4NQNQJh8.mp4 (4.82 MB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.en.vtt (3.45 KB)
09. M7L7 21 Optional Explanation Part 3 V1-xkhSC032Fxs.mp4 (5.26 MB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.en.vtt (5.52 KB)
09. M7L7 22 CaseA Part 1 V2-2X9531oXeJY.mp4 (6.90 MB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.en.vtt (4.30 KB)
09. M7L7 22 CaseA Part 2 V1-Kuwa4DkNBZs.mp4 (8.88 MB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.en.vtt (3.73 KB)
09. M7L7 22 CaseA Part 3 V1-EM21p54qrp0.mp4 (5.39 MB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.en.vtt (3.89 KB)
09. M7L7 23 CaseB Intro V1-8RKZrweh0Mw.mp4 (5.84 MB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.en.vtt (5.41 KB)
09. M7L7 24 CaseB Solution T2 V1-lNlhJhtCdxE.mp4 (9.11 MB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.en.vtt (1.77 KB)
09. M7L7 25 CaseC Intro V1-C6i12sqcgtY.mp4 (2.45 MB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.en.vtt (3.58 KB)
09. M7L7 26 CaseC Solution V1-jcAiG0nLByI.mp4 (5.93 MB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.en.vtt (1.23 KB)
09. M7L7 27 CaseD Intro V1-Z9nChsPuIbY.mp4 (1.28 MB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.en.vtt (2.63 KB)
09. M7L7 28 CaseD Solution V1-gRSj2_SBwnM.mp4 (3.77 MB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.en.vtt (2.52 KB)
09. M7L7 29 Shapley Intro V1-yOfZDm99Vac.mp4 (4.23 MB)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.en.vtt (836.00 B)
09. M7L7 30 Shapley Solution V1-YmCSCA8Psgk.mp4 (1.97 MB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.en.vtt (2.24 KB)
09. M7L7 32 Discussion Solution V1-pxmaMYOtNys.mp4 (3.16 MB)
09. Shapley Code Walkthrough (Optional).html (14.05 KB)
10. Tree Shap Exercise.html (7.90 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.en.vtt (4.78 KB)
11. M7L7 35 Tree Shap Intro V1-Si3r4-VR0CU.mp4 (5.10 MB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.en.vtt (2.67 KB)
11. M7L7 36 Algorithm Part 1 V2-4ko5-Ck-yCQ.mp4 (4.39 MB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.en.vtt (4.14 KB)
11. M7L7 36 Algorithm Part 2 V1-g1nevC4NU2U.mp4 (6.99 MB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.en.vtt (4.75 KB)
11. M7L7 37 Attributes V1-IMhB5bOK7Wg.mp4 (6.71 MB)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.en.vtt (1000.00 B)
11. M7L7 38 Proportion Intro V1-gMkMy0BeuaU.mp4 (4.90 MB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.en.vtt (2.27 KB)
11. M7L7 39 Proportion Solution V1-i03PYAy2ijE.mp4 (3.42 MB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.en.vtt (2.30 KB)
11. M7L7 40 Wrapper Intro V1-IfwRHDSxwPs.mp4 (2.63 MB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.en.vtt (2.46 KB)
11. M7L7 41 Wrapper Solution V1-27tEa_Bpq20.mp4 (5.53 MB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.en.vtt (1.42 KB)
11. M7L7 42 Prediction Intro Part 1 V2-MLAnUO0BSr0.mp4 (1.95 MB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.en.vtt (6.21 KB)
11. M7L7 42 Prediction Intro Part 2 V1-DG-HiRum1JU.mp4 (8.88 MB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.en.vtt (4.12 KB)
11. M7L7 43 Prediction Solution Part 1 V2-VgtWMV2GIic.mp4 (9.79 MB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.en.vtt (1.16 KB)
11. M7L7 43 Prediction Solution Part 2 V1-y-vY_23kSU0.mp4 (2.40 MB)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.en.vtt (612.00 B)
11. M7L7 44 Weight Intro V1-1cautGeQWDE.mp4 (556.78 KB)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.en.vtt (504.00 B)
11. M7L7 45 Weight Solution V1-VTQJc3Q7m9M.mp4 (924.31 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.en.vtt (1.78 KB)
11. M7L7 46 Marginal Intro V1-RhDVEN3vHc8.mp4 (3.19 MB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.en.vtt (2.68 KB)
11. M7L7 47 Marginal Solution V1-HINVjMBV6O8.mp4 (3.83 MB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.en.vtt (1.95 KB)
11. M7L7 48 Subsets Intro V1-ddoL_RcpZAc.mp4 (3.15 MB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.en.vtt (3.83 KB)
11. M7L7 49 Subsets Solution V1-YfwUDZ_hNKI.mp4 (5.52 MB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.en.vtt (5.33 KB)
11. M7L7 50 Shap One Intro V1 (1)-BKD_FseE6Z4.mp4 (10.30 MB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.en.vtt (4.68 KB)
11. M7L7 51 Shap One Solution V2 (1)-Q0qAsUz2gnU.mp4 (12.77 MB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.en.vtt (1.52 KB)
11. M7L7 52 Shap All V1 (1)–hYuszY7ffo.mp4 (1.79 MB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.en.vtt (3.57 KB)
11. M7L7 53 Additive Feature Att Part 1 V2-uTpfEfHp_KA.mp4 (7.37 MB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.en.vtt (4.44 KB)
11. M7L7 53 Additive Feature Att Part 2 V1-ah171-grqus.mp4 (9.88 MB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.en.vtt (2.95 KB)
11. M7L7 54 Test1 V1-6yMdxyiykeg.mp4 (3.48 MB)
11. M7L7 55 Test2 V1-36-igThq7yI.mp4 (3.40 MB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.en.vtt (1.96 KB)
11. M7L7 56 Test3 V1-W_N9wjVnfBk.mp4 (2.00 MB)
11. Tree Shap Code Walkthrough (Optional).html (18.42 KB)
12. Rank Features Exercise.html (7.84 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.en.vtt (2.17 KB)
13. M7L7 59 Run Starter Code V1-T3K68vodL5E.mp4 (3.60 MB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.en.vtt (1.57 KB)
13. M7L7 60 Rank Sklearn V1-qZc-VBI4wY0.mp4 (2.52 MB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.en.vtt (1.04 KB)
13. M7L7 61 Rank Sklearn Solution V1-p6_reRrh3p0.mp4 (1.39 MB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.en.vtt (3.36 KB)
13. M7L7 62 Shap V1-KidZpvQ9Sus.mp4 (6.14 MB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.en.vtt (1.76 KB)
13. M7L7 63 Local Global V1-8JiJ3R2F3Ng.mp4 (1.99 MB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.en.vtt (2.11 KB)
13. M7L7 64 Rank Shap Intro V1-7b_CpMxqVYc.mp4 (3.78 MB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.en.vtt (2.57 KB)
13. M7L7 65 Rank Shap Solution V1-jkAxXatozUo.mp4 (4.68 MB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.en.vtt (4.19 KB)
13. M7L7 66 Discussion V1-oTUWNw8X45M.mp4 (4.81 MB)
13. Ranking Features Walkthrough (optional).html (10.29 KB)
14. L7 Outro V1-Y2E-XN3lnWM.en.vtt (819.00 B)
14. L7 Outro V1-Y2E-XN3lnWM.mp4 (3.89 MB)
14. Outro.html (6.85 KB)
index.html (5.28 KB)

Part 02-Module 03-Lesson 08_Project 7 Combining Signals for Enhanced Alpha (5 files)

01. Project Description.html (5.68 KB)
02. Project 7 Workspace.html (6.14 KB)
Project Description – Combining Signals for Enhanced Alpha.html (5.33 KB)
Project Rubric – Combining Signals for Enhanced Alpha.html (8.43 KB)
index.html (4.54 KB)

Part 02-Module 04-Lesson 01_Strengthen Your Online Presence Using LinkedIn (50 files)

01. Get Opportunities with LinkedIn.html (11.06 KB)
01. Why Network-exjEm9Paszk.ar.vtt (5.14 KB)
01. Why Network-exjEm9Paszk.en.vtt (3.40 KB)
01. Why Network-exjEm9Paszk.es-MX.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.ja-JP.vtt (4.33 KB)
01. Why Network-exjEm9Paszk.mp4 (17.37 MB)
01. Why Network-exjEm9Paszk.pt-BR.vtt (3.20 KB)
01. Why Network-exjEm9Paszk.zh-CN.vtt (3.29 KB)
02. Meet Chris-0ccflD9x5WU.ar.vtt (6.32 KB)
02. Meet Chris-0ccflD9x5WU.en.vtt (4.89 KB)
02. Meet Chris-0ccflD9x5WU.es-MX.vtt (4.52 KB)
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt (5.61 KB)
02. Meet Chris-0ccflD9x5WU.mp4 (32.54 MB)
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt (4.47 KB)
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt (4.41 KB)
02. Use Your Story to Stand Out.html (8.75 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt (5.13 KB)
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt (3.53 KB)
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt (3.56 KB)
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt (4.35 KB)
03. Elevator Pitch-S-nAHPrkQrQ.mp4 (20.63 MB)
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt (3.47 KB)
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt (3.40 KB)
03. Why Use an Elevator Pitch.html (7.38 KB)
04. Create Your Elevator Pitch.html (8.52 KB)
04. Elevator Pitch-0QtgTG49E9I.ar.vtt (2.28 KB)
04. Elevator Pitch-0QtgTG49E9I.en.vtt (2.06 KB)
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt (1.99 KB)
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt (2.45 KB)
04. Elevator Pitch-0QtgTG49E9I.mp4 (9.98 MB)
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt (1.94 KB)
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt (1.99 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt (2.19 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt (1.94 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt (1.43 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt (2.36 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 (8.93 MB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt (1.40 KB)
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt (1.74 KB)
05. Use Your Elevator Pitch on LinkedIn.html (9.77 KB)
06. Create Your Profile With SEO In Mind.html (9.45 KB)
07. Profile Essentials.html (11.25 KB)
08. Work Experiences Accomplishments.html (9.70 KB)
09. Build and Strengthen Your Network.html (10.65 KB)
10. Reaching Out on LinkedIn.html (9.34 KB)
11. Boost Your Visibility.html (8.56 KB)
12. Up Next.html (7.99 KB)
Project Description – Improve Your LinkedIn Profile.html (8.04 KB)
Project Rubric – Improve Your LinkedIn Profile.html (16.34 KB)
index.html (5.46 KB)

img (7 files)

profile-pics.jpg (595.62 KB)
redacted-linkedinresults.png (230.77 KB)
screen-shot-2018-02-23-at-5.00.25-pm.png (754.27 KB)
screen-shot-2018-02-23-at-5.11.40-pm.png (200.67 KB)
screen-shot-2018-09-21-at-11.36.43-am.png (1.67 MB)
screen-shot-2018-09-21-at-12.02.03-pm.png (56.19 KB)
speaking.png (17.08 KB)

media (2 files)

unnamed-project-desc-0.gif (94.58 KB)
unnamed-project-desc-1.gif (19.15 KB)

Part 02-Module 04-Lesson 02_Optimize Your GitHub Profile (116 files)

01. Prove Your Skills With GitHub.html (10.98 KB)
02. Introduction-Vnj2VNQROtI.ar.vtt (2.28 KB)
02. Introduction-Vnj2VNQROtI.en.vtt (1.58 KB)
02. Introduction-Vnj2VNQROtI.ja-JP.vtt (1.97 KB)
02. Introduction-Vnj2VNQROtI.mp4 (9.59 MB)
02. Introduction-Vnj2VNQROtI.pt-BR.vtt (1.79 KB)
02. Introduction-Vnj2VNQROtI.zh-CN.vtt (1.62 KB)
02. Introduction.html (8.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt (3.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.en.vtt (2.93 KB)
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt (3.28 KB)
03. GitHub profile important items-prvPVTjVkwQ.mp4 (3.36 MB)
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt (3.14 KB)
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt (2.65 KB)
03. GitHub profile important items.html (8.18 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt (2.56 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt (1.92 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt (2.21 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.mp4 (3.72 MB)
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt (2.07 KB)
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt (1.92 KB)
04. Good GitHub repository.html (7.87 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ar.vtt (4.59 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.en.vtt (3.82 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.ja-JP.vtt (4.29 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.mp4 (61.75 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.pt-BR.vtt (4.00 KB)
05. Interview with Art – Part 1-ClLYamtaO-Q.zh-CN.vtt (3.40 KB)
05. Interview with Art – Part 1.html (7.93 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt (490.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt (371.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt (473.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 (569.35 KB)
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt (457.00 B)
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt (357.00 B)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt (1.94 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt (1.39 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt (1.61 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 (1.59 MB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt (1.48 KB)
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt (1.31 KB)
06. Identify fixes for example “bad” profile.html (10.97 KB)
07. Quick Fixes #1.html (7.76 KB)
07. Quick Fixes-Lb9e2KemR6I.ar.vtt (2.61 KB)
07. Quick Fixes-Lb9e2KemR6I.en.vtt (1.89 KB)
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt (2.18 KB)
07. Quick Fixes-Lb9e2KemR6I.mp4 (3.99 MB)
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt (2.06 KB)
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt (1.87 KB)
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt (608.00 B)
08. Quick Fixes #2-It6AEuSDQw0.en.vtt (435.00 B)
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt (484.00 B)
08. Quick Fixes #2-It6AEuSDQw0.mp4 (2.25 MB)
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt (453.00 B)
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt (410.00 B)
08. Quick Fixes #2.html (8.71 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt (1.50 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt (1.34 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt (1.48 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 (6.92 MB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt (1.22 KB)
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt (1.18 KB)
09. Writing READMEs with Walter.html (8.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ar.vtt (2.82 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.en.vtt (2.16 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.ja-JP.vtt (2.52 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.mp4 (13.17 MB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.pt-BR.vtt (2.40 KB)
10. Interview with Art – Part 2-Vvzl2J5K7-Y.zh-CN.vtt (2.07 KB)
10. Interview with Art – Part 2.html (7.92 KB)
11. Commit messages best practices.html (10.08 KB)
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt (678.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt (501.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt (610.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.mp4 (3.03 MB)
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt (538.00 B)
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt (473.00 B)
12. Reflect on your commit messages.html (8.54 KB)
13. Participating in open source projects-OxL-gMTizUA.ar.vtt (768.00 B)
13. Participating in open source projects-OxL-gMTizUA.en.vtt (476.00 B)
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt (599.00 B)
13. Participating in open source projects-OxL-gMTizUA.mp4 (2.77 MB)
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt (551.00 B)
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt (438.00 B)
13. Participating in open source projects.html (8.28 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ar.vtt (5.33 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.en.vtt (4.10 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.ja-JP.vtt (4.71 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.mp4 (25.04 MB)
14. Interview with Art – Part 3-M6PKr3S1rPg.pt-BR.vtt (4.56 KB)
14. Interview with Art – Part 3-M6PKr3S1rPg.zh-CN.vtt (3.67 KB)
14. Interview with Art – Part 3.html (7.93 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt (2.16 KB)
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt (1.46 KB)
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt (1.81 KB)
15. Participating in open source projects 2-elZCLxVvJrY.mp4 (3.30 MB)
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt (1.69 KB)
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt (1.30 KB)
15. Participating in open source projects 2.html (8.04 KB)
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt (542.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt (419.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt (492.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.mp4 (2.45 MB)
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt (460.00 B)
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt (392.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt (812.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt (634.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt (777.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 (3.46 MB)
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt (705.00 B)
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt (556.00 B)
16. Starring interesting repositories.html (9.45 KB)
17. Next Steps.html (8.07 KB)
Project Description – Optimize Your GitHub Profile.html (10.11 KB)
Project Rubric – Optimize Your GitHub Profile.html (9.85 KB)
index.html (5.87 KB)

img (5 files)

6485174133.gif (458.07 KB)
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Part 02-Module 05-Lesson 01_Intro to Backtesting (31 files)

01. Intro.html (6.07 KB)
01. M8L1 01 Intro V2-RjUIPy_robk.en.vtt (1007.00 B)
01. M8L1 01 Intro V2-RjUIPy_robk.mp4 (3.86 MB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.en.vtt (3.35 KB)
02. M8L1 06 What Is A Backtest V4-q2dW6-ZRaXE.mp4 (14.77 MB)
02. What is a Backtest.html (6.14 KB)
03. Backtest Validity.html (6.14 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.en.vtt (4.43 KB)
03. M8L1 07 Backtest Validity V5-KTlrel9p6Q0.mp4 (21.52 MB)
04. Backtest Overfitting.html (6.54 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.en.vtt (3.02 KB)
04. M8L1 08 Backtest Overfitting V2-MnWHGIiqjns.mp4 (13.63 MB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.en.vtt (1.77 KB)
05. M8L1 10 Overtrading V2-0cdGLRDI_Sk.mp4 (8.16 MB)
05. Overtrading.html (6.11 KB)
06. Backtest Best Practices.html (7.55 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.en.vtt (2.66 KB)
07. M8L1 14 Structural Changes V1-EaxepBSycbQ.mp4 (11.47 MB)
07. Structural Changes.html (7.31 KB)
08. Gradient Boosting.html (8.02 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt (2.98 KB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4 (2.17 MB)
08. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt (2.96 KB)
09. Overfitting Exercise.html (6.76 KB)
10. AI in Finance Interview.html (6.38 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.en.vtt (5.27 KB)
10. NewsRoom Liz Short V2-vqHsk3hjBLU.mp4 (24.61 MB)
11. M8L1 15 Outro V1-mFk_HYJLF1w.en.vtt (510.00 B)
11. M8L1 15 Outro V1-mFk_HYJLF1w.mp4 (2.16 MB)
11. Outro.html (5.95 KB)
index.html (4.82 KB)

Part 02-Module 05-Lesson 02_Optimization with Transaction Costs (53 files)

01. M82 Intro V1-WQ95rYDyVSA.en.vtt (1.05 KB)
01. M82 Intro V1-WQ95rYDyVSA.mp4 (4.85 MB)
01. intro.html (7.16 KB)
02. exercise.html (7.67 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.en.vtt (4.00 KB)
03. M8l2 02 Barra Data Take2 V1-7WjYfvpLSTM.mp4 (10.46 MB)
03. barra data.html (7.12 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.en.vtt (4.26 KB)
04. M8l2 04 Time Offset Take2 V1-TYYV3MnhCP0.mp4 (3.60 MB)
04. time offsets.html (6.98 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.en.vtt (4.27 KB)
05. M8l2 05 Holdings Dollars V1-GKA0cpKx0BE.mp4 (3.82 MB)
05. holdings in dollars.html (7.07 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.en.vtt (4.25 KB)
06. M8l2 06 Scaling Alpha V2–gXKutS0jQc.mp4 (5.04 MB)
06. scaling alpha factor.html (6.96 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.en.vtt (1.36 KB)
07. M8l2 07 Tcost Part1 V1-E8di2Qu9Ogo.mp4 (1.04 MB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.en.vtt (2.57 KB)
07. M8l2 07 Tcost Part2 V1-mWMFwCkWEFk.mp4 (2.54 MB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.en.vtt (3.05 KB)
07. M8l2 07 Tcost Part3 V2-ZFAZASS1m54.mp4 (3.18 MB)
07. Transaction Costs.html (9.74 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.en.vtt (3.48 KB)
08. M8l2 10 Linear Impact V2-ntAIxAOzQQM.mp4 (3.34 MB)
08. Transaction cost formula.html (7.32 KB)
09. Linear Transaction cost model.html (8.03 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.en.vtt (4.77 KB)
09. M8l2 18 Linear Price Impact Part2 V2-aTNfxMjEg3w.mp4 (4.60 MB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.en.vtt (1.93 KB)
10. M8l2 11 Optimization Without Constraints Part1 V2-l8UOQTmyyUw.mp4 (1.65 MB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.en.vtt (3.53 KB)
10. M8l2 12 Optimization Without Constraints Part2 V2-fvwhoqt9U70.mp4 (3.73 MB)
10. Optimization without constraints.html (8.73 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.en.vtt (3.05 KB)
11. M8l2 13 Risk Factor Matrix V2-Obwjj-Fs2LM.mp4 (3.04 MB)
11. Risk Factor Matrix.html (7.47 KB)
12. Avoid N by N matrix.html (7.86 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.en.vtt (1.87 KB)
12. M8l2 14 N By N Matrix V3-qYAWhI8hk7U.mp4 (1.96 MB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.en.vtt (1.48 KB)
13. M8l2 16 Risk Aversion V1-tmTqo-yfQKE.mp4 (1.32 MB)
13. risk aversion parameter.html (7.04 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.en.vtt (1.34 KB)
14. M8l2 17 Objective Function Gradient V1-MXQTfFrZ44Y.mp4 (1.17 MB)
14. objective function, gradient and optimizer.html (7.50 KB)
15. M82 Outro V1-GbWg0wSTDfk.en.vtt (1.15 KB)
15. M82 Outro V1-GbWg0wSTDfk.mp4 (4.96 MB)
15. outro.html (7.08 KB)
16. ML for Trading interview.html (7.27 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.en.vtt (6.05 KB)
16. NewsRoom Juan V2-DpO73QaXaOY.mp4 (25.94 MB)
index.html (5.32 KB)

img (18 files)

factor-cov.png (112.91 KB)
factor-var.png (92.70 KB)
screen-shot-2019-03-18-at-1.09.46-pm.png (55.80 KB)
screen-shot-2019-03-18-at-1.09.56-pm.png (69.02 KB)
screen-shot-2019-03-18-at-1.10.03-pm.png (73.41 KB)
screen-shot-2019-03-18-at-1.14.37-pm.png (54.04 KB)
screen-shot-2019-03-18-at-1.14.44-pm.png (55.53 KB)
screen-shot-2019-03-18-at-1.14.51-pm.png (32.71 KB)
screen-shot-2019-03-18-at-1.16.33-pm.png (59.11 KB)
screen-shot-2019-03-18-at-1.18.17-pm.png (59.59 KB)
screen-shot-2019-03-18-at-12.54.43-pm.png (64.78 KB)
screen-shot-2019-03-18-at-12.55.32-pm.png (106.68 KB)
screen-shot-2019-03-18-at-12.55.43-pm.png (114.95 KB)
screen-shot-2019-03-18-at-12.56.03-pm.png (58.67 KB)
tcost-1.png (60.87 KB)
tcost-2.png (68.58 KB)
tcost-3.png (54.69 KB)
tocst-4.png (62.21 KB)

Part 02-Module 05-Lesson 03_Attribution (20 files)

01. Intro.html (5.96 KB)
01. M8L4 01 Intro V1-sIh09ScQXCQ.en.vtt (378.00 B)
01. M8L4 01 Intro V1-sIh09ScQXCQ.mp4 (1.52 MB)
02. Review Multi-Factor Models.html (7.70 KB)
03. Exposure Vector.html (6.01 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.en.vtt (1.19 KB)
03. M8l3 04 Exposure Vector V1-CwzT8JST0Zg.mp4 (1.11 MB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.en.vtt (3.25 KB)
04. M8l3 05 Variance Decomposition V3-2V80v8sQl90.mp4 (2.87 MB)
04. Variance Decomposition.html (6.05 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.en.vtt (3.45 KB)
05. M8l3 06 Performance Attribution V1-kLGjemiiPIs.mp4 (3.19 MB)
05. Performance Attribution.html (6.07 KB)
06. Performance Attribution Exercise.html (6.68 KB)
07. Attribution Reporting.html (7.52 KB)
08. Understanding Portfolio Characteristics.html (6.93 KB)
09. M8L4 010 Outro V1-PNnSfMm-7-s.en.vtt (366.00 B)
09. M8L4 010 Outro V1-PNnSfMm-7-s.mp4 (1.63 MB)
09. Outro.html (5.83 KB)
index.html (4.73 KB)

img (2 files)

variance-decomp-1.png (74.31 KB)
variance-decomp-2.png (115.22 KB)

Part 02-Module 05-Lesson 04_Project 8 Backtesting (10 files)

01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.en.vtt (4.35 KB)
01. NewsRoom Eddy 1 V2-9MlGvKWQn_o.mp4 (19.26 MB)
01. Project Description.html (7.20 KB)
02. Project 8 Workspace.html (6.23 KB)
03. AITND Finish V2-g-a4ZNIPQqw.en.vtt (4.85 KB)
03. AITND Finish V2-g-a4ZNIPQqw.mp4 (23.10 MB)
03. Congratulations!.html (5.46 KB)
Project Description – Backtesting.html (5.23 KB)
Project Rubric – Backtesting.html (14.71 KB)
index.html (4.44 KB)

Part 03-Module 01-Lesson 01_Why Python Programming (20 files)

01. Instructor.html (5.86 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt (1.02 KB)
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt (806.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 (5.21 MB)
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt (1021.00 B)
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt (745.00 B)
02. Welcome to the Course!.html (6.55 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt (1.70 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt (1.17 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 (4.03 MB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt (1.39 KB)
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt (1.10 KB)
03. Programming in Python.html (6.29 KB)
04. Course Overview.html (7.01 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt (3.43 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt (2.45 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 (8.37 MB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt (2.88 KB)
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt (2.18 KB)
index.html (4.33 KB)

img (1 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)

Part 03-Module 01-Lesson 02_Data Types and Operators (133 files)

01. Introduction-4F7SC0C6tfQ.ar.vtt (3.00 KB)
01. Introduction-4F7SC0C6tfQ.en.vtt (2.35 KB)
01. Introduction-4F7SC0C6tfQ.mp4 (13.27 MB)
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt (2.70 KB)
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt (2.12 KB)
01. Introduction.html (10.37 KB)
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt (4.67 KB)
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt (3.42 KB)
02. Arithmetic Operators-M8TIOK2P2yw.mp4 (11.07 MB)
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt (3.70 KB)
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt (2.97 KB)
02. Arithmetic Operators.html (10.91 KB)
03. Quiz Arithmetic Operators.html (13.23 KB)
04. Solution Arithmetic Operators.html (10.03 KB)
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt (2.42 KB)
05. Assignment Operators-p_qfzL-x3Cs.en.vtt (1.79 KB)
05. Assignment Operators-p_qfzL-x3Cs.mp4 (10.15 MB)
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt (2.08 KB)
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt (1.59 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt (3.35 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt (2.42 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 (16.81 MB)
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt (2.82 KB)
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt (2.19 KB)
05. Variables and Assignment Operators.html (15.36 KB)
05. Variables-7pxpUot4x0w.ar.vtt (2.80 KB)
05. Variables-7pxpUot4x0w.en.vtt (2.09 KB)
05. Variables-7pxpUot4x0w.mp4 (15.33 MB)
05. Variables-7pxpUot4x0w.pt-BR.vtt (2.45 KB)
05. Variables-7pxpUot4x0w.zh-CN.vtt (1.79 KB)
06. Quiz Variables and Assignment Operators.html (14.81 KB)
07. Solution Variables and Assignment Operators.html (11.76 KB)
08. Integers and Floats.html (13.33 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt (6.62 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt (4.83 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4 (15.41 MB)
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt (5.02 KB)
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt (4.27 KB)
08. Whitespace-UxkIwcOczQQ.ar.vtt (3.96 KB)
08. Whitespace-UxkIwcOczQQ.en.vtt (2.99 KB)
08. Whitespace-UxkIwcOczQQ.mp4 (20.96 MB)
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt (3.23 KB)
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt (2.62 KB)
09. Quiz Integers and Floats.html (12.89 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt (4.05 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt (2.83 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 (21.62 MB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt (3.36 KB)
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt (2.47 KB)
10. Booleans, Comparison Operators, and Logical Operators.html (12.20 KB)
11. Quiz Booleans, Comparison Operators, and Logical Operators.html (12.15 KB)
12. Solution Booleans, Comparison and Logical Operators.html (10.02 KB)
13. Strings-ySZDrs-nNqg.ar.vtt (7.20 KB)
13. Strings-ySZDrs-nNqg.en.vtt (5.20 KB)
13. Strings-ySZDrs-nNqg.mp4 (17.26 MB)
13. Strings-ySZDrs-nNqg.pt-BR.vtt (5.59 KB)
13. Strings-ySZDrs-nNqg.zh-CN.vtt (4.77 KB)
13. Strings.html (12.84 KB)
14. Quiz Strings.html (16.33 KB)
15. Solution Strings.html (10.35 KB)
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt (4.36 KB)
16. Type Type Conversion-yN6Fam_vZrU.en.vtt (3.19 KB)
16. Type Type Conversion-yN6Fam_vZrU.mp4 (9.40 MB)
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt (3.67 KB)
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt (2.95 KB)
16. Type and Type Conversion.html (11.05 KB)
17. Quiz Type and Type Conversion.html (16.51 KB)
18. Solution Type and Type Conversion.html (9.75 KB)
19. String Methods-Bv7CAxVOONs.ar.vtt (4.57 KB)
19. String Methods-Bv7CAxVOONs.en.vtt (3.38 KB)
19. String Methods-Bv7CAxVOONs.mp4 (23.75 MB)
19. String Methods-Bv7CAxVOONs.pt-BR.vtt (3.62 KB)
19. String Methods-Bv7CAxVOONs.zh-CN.vtt (3.07 KB)
19. String Methods.html (14.01 KB)
20. String Methods.html (13.37 KB)
21. Another String Method – Split.html (11.42 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.en.vtt (2.07 KB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 (4.83 MB)
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt (2.33 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.en.vtt (2.70 KB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 (6.06 MB)
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt (2.95 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.en.vtt (4.06 KB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 (5.67 MB)
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt (4.34 KB)
22. Lists and Membership Operators.html (16.66 KB)
23. Quiz Lists and Membership Operators.html (15.12 KB)
24. Solution List and Membership Operators.html (11.14 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt (2.16 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 (5.28 MB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt (2.28 KB)
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt (1.90 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt (4.63 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 (13.33 MB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt (4.45 KB)
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt (3.84 KB)
25. List Methods.html (13.69 KB)
26. Quiz List Methods.html (14.87 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt (2.34 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.mp4 (3.96 MB)
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt (2.74 KB)
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt (2.10 KB)
27. Tuples.html (11.46 KB)
28. Quiz Tuples.html (14.37 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt (2.25 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.mp4 (5.92 MB)
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt (2.60 KB)
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt (2.14 KB)
29. Sets.html (11.25 KB)
30. Quiz Sets.html (12.69 KB)
31. Dictionaries and Identity Operators.html (12.46 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt (3.39 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 (10.70 MB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt (3.76 KB)
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt (2.76 KB)
32. Quiz Dictionaries and Identity Operators.html (16.74 KB)
33. Solution Dictionaries and Identity Operators.html (10.06 KB)
34. Quiz More With Dictionaries.html (14.44 KB)
35. Compound Data Structures.html (11.43 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt (1.24 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 (4.21 MB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt (1.58 KB)
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt (1.08 KB)
36. Quiz Compound Data Structures.html (15.88 KB)
37. Solution Compound Data Structions.html (9.97 KB)
38. Conclusion-LLEZadlXM8A.ar.vtt (534.00 B)
38. Conclusion-LLEZadlXM8A.en.vtt (423.00 B)
38. Conclusion-LLEZadlXM8A.mp4 (2.54 MB)
38. Conclusion-LLEZadlXM8A.pt-BR.vtt (411.00 B)
38. Conclusion-LLEZadlXM8A.zh-CN.vtt (389.00 B)
38. Conclusion.html (9.81 KB)
39. Summary.html (15.26 KB)
index.html (7.57 KB)

img (6 files)

screen-shot-2018-01-30-at-4.39.42-pm.png (95.46 KB)
screen-shot-2018-01-30-at-5.14.39-pm.png (220.32 KB)
screen-shot-2018-02-01-at-12.10.40-am.png (47.51 KB)
screen-shot-2018-02-10-at-8.59.39-pm.png (314.45 KB)
screen-shot-2018-02-10-at-9.00.30-pm.png (295.89 KB)
screen-shot-2018-05-11-at-11.03.34-am.png (150.98 KB)

Part 03-Module 01-Lesson 03_Control Flow (99 files)

01. Introduction-eUrvACMMJ5w.ar.vtt (1.42 KB)
01. Introduction-eUrvACMMJ5w.en.vtt (944.00 B)
01. Introduction-eUrvACMMJ5w.mp4 (5.90 MB)
01. Introduction-eUrvACMMJ5w.pt-BR.vtt (1.07 KB)
01. Introduction-eUrvACMMJ5w.zh-CN.vtt (862.00 B)
01. Introduction.html (9.70 KB)
02. Conditional Statements.html (17.23 KB)
02. If Elif and Else-KZubH5XT0eU.ar.vtt (4.12 KB)
02. If Elif and Else-KZubH5XT0eU.en.vtt (2.83 KB)
02. If Elif and Else-KZubH5XT0eU.mp4 (18.28 MB)
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt (3.18 KB)
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt (2.50 KB)
02. If Statements-jWiIUMrwPqA.ar.vtt (3.99 KB)
02. If Statements-jWiIUMrwPqA.en.vtt (2.70 KB)
02. If Statements-jWiIUMrwPqA.mp4 (16.99 MB)
02. If Statements-jWiIUMrwPqA.pt-BR.vtt (3.11 KB)
02. If Statements-jWiIUMrwPqA.zh-CN.vtt (2.32 KB)
02. Indentation-G8qUNOTHtrM.ar.vtt (1.54 KB)
02. Indentation-G8qUNOTHtrM.en.vtt (1.09 KB)
02. Indentation-G8qUNOTHtrM.mp4 (7.65 MB)
02. Indentation-G8qUNOTHtrM.pt-BR.vtt (1.31 KB)
02. Indentation-G8qUNOTHtrM.zh-CN.vtt (1007.00 B)
03. Practice Conditional Statements.html (10.89 KB)
04. Solution Conditional Statements.html (10.72 KB)
05. Quiz Conditional Statements.html (12.83 KB)
06. Solution Conditional Statements.html (10.26 KB)
07. Boolean Expressions for Conditions.html (15.93 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt (3.12 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt (2.35 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 (15.06 MB)
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt (2.45 KB)
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt (2.13 KB)
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt (4.14 KB)
07. Good And Bad Examples-95oLh3WtdhY.en.vtt (2.92 KB)
07. Good And Bad Examples-95oLh3WtdhY.mp4 (19.91 MB)
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt (3.29 KB)
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt (2.56 KB)
07. Truth Value Testing-e52uw7ejV8k.ar.vtt (2.63 KB)
07. Truth Value Testing-e52uw7ejV8k.en.vtt (1.77 KB)
07. Truth Value Testing-e52uw7ejV8k.mp4 (12.78 MB)
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt (2.09 KB)
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt (1.60 KB)
08. Quiz Boolean Expressions for Conditions.html (17.60 KB)
09. Solution Boolean Expressions for Conditions.html (11.94 KB)
10. For Loops-UtX0PXSUCdY.ar.vtt (9.73 KB)
10. For Loops-UtX0PXSUCdY.en.vtt (6.73 KB)
10. For Loops-UtX0PXSUCdY.mp4 (18.44 MB)
10. For Loops-UtX0PXSUCdY.pt-BR.vtt (7.29 KB)
10. For Loops-UtX0PXSUCdY.zh-CN.vtt (6.20 KB)
10. For Loops.html (15.03 KB)
11. Practice For Loops.html (11.30 KB)
12. Solution For Loops Practice.html (9.60 KB)
13. Quiz For Loops.html (16.99 KB)
14. Solution For Loops Quiz.html (10.99 KB)
15. Quiz Match Inputs To Outputs.html (13.71 KB)
16. Building Dictionaries.html (14.30 KB)
17. Iterating Through Dictionaries with For Loops.html (12.05 KB)
18. Quiz Iterating Through Dictionaries.html (14.66 KB)
19. Solution Iterating Through Dictionaries.html (10.01 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt (3.04 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 (10.89 MB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt (3.43 KB)
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt (2.81 KB)
20. While Loops.html (11.18 KB)
21. Practice While Loops.html (11.90 KB)
22. Solution While Loops Practice.html (9.84 KB)
23. Quiz While Loops.html (13.64 KB)
24. Solution While Loops Quiz.html (10.66 KB)
25. Break and Continue-F6qJAv9ts9Y.ar.vtt (5.88 KB)
25. Break and Continue-F6qJAv9ts9Y.en.vtt (3.95 KB)
25. Break and Continue-F6qJAv9ts9Y.mp4 (13.22 MB)
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt (4.43 KB)
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt (3.64 KB)
25. Break, Continue.html (12.54 KB)
26. Quiz Break, Continue.html (10.52 KB)
27. Solution Break, Continue.html (9.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt (3.58 KB)
28. Zip and Enumerate-bSJPzVArE7M.en.vtt (2.54 KB)
28. Zip and Enumerate-bSJPzVArE7M.mp4 (15.71 MB)
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt (2.63 KB)
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt (2.35 KB)
28. Zip and Enumerate.html (11.38 KB)
29. Quiz Zip and Enumerate.html (14.98 KB)
30. Solution Zip and Enumerate.html (11.68 KB)
31. List Comprehensions-6qxo-NV9v_s.ar.vtt (4.13 KB)
31. List Comprehensions-6qxo-NV9v_s.en.vtt (2.93 KB)
31. List Comprehensions-6qxo-NV9v_s.mp4 (17.37 MB)
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt (3.53 KB)
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt (2.88 KB)
31. List Comprehensions.html (11.26 KB)
32. Quiz List Comprehensions.html (12.16 KB)
33. Solution List Comprehensions.html (10.24 KB)
34. Conclusion.html (9.05 KB)
34. Congrats!-vDoqpwCHxs4.ar.vtt (673.00 B)
34. Congrats!-vDoqpwCHxs4.en.vtt (467.00 B)
34. Congrats!-vDoqpwCHxs4.mp4 (3.11 MB)
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt (583.00 B)
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt (410.00 B)
index.html (7.02 KB)

Part 03-Module 01-Lesson 04_Functions (59 files)

01. Introduction-p5L4rTV1Pgk.ar.vtt (1.74 KB)
01. Introduction-p5L4rTV1Pgk.en.vtt (1.38 KB)
01. Introduction-p5L4rTV1Pgk.mp4 (8.85 MB)
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt (1.51 KB)
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt (1.24 KB)
01. Introduction.html (7.94 KB)
02. Default Arguments-cG6UfBZX2KI.ar.vtt (2.72 KB)
02. Default Arguments-cG6UfBZX2KI.en.vtt (2.05 KB)
02. Default Arguments-cG6UfBZX2KI.mp4 (5.64 MB)
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt (2.40 KB)
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt (1.81 KB)
02. Defining Functions-IP_tJYhynbc.ar.vtt (6.65 KB)
02. Defining Functions-IP_tJYhynbc.en.vtt (5.39 KB)
02. Defining Functions-IP_tJYhynbc.mp4 (15.48 MB)
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt (5.95 KB)
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt (4.75 KB)
02. Defining Functions.html (15.49 KB)
03. Quiz Defining Functions.html (10.18 KB)
04. Solution Defining Functions.html (8.59 KB)
05. Variable Scope-rYubQlAM-gw.ar.vtt (1.60 KB)
05. Variable Scope-rYubQlAM-gw.en.vtt (1.24 KB)
05. Variable Scope-rYubQlAM-gw.mp4 (9.01 MB)
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt (1.54 KB)
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt (1.12 KB)
05. Variable Scope.html (10.30 KB)
06. Variable Scope.html (7.91 KB)
07. Solution Variable Scope.html (8.09 KB)
08. Documentation-_Vl9NJkA6JQ.ar.vtt (3.42 KB)
08. Documentation-_Vl9NJkA6JQ.en.vtt (2.70 KB)
08. Documentation-_Vl9NJkA6JQ.mp4 (15.93 MB)
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt (3.03 KB)
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt (2.36 KB)
08. Documentation.html (9.45 KB)
09. Quiz Documentation.html (8.28 KB)
10. Solution Documentation.html (8.05 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt (2.18 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 (7.99 MB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt (2.68 KB)
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt (1.93 KB)
11. Lambda Expressions.html (9.02 KB)
12. Quiz Lambda Expressions.html (10.17 KB)
13. Solution Lambda Expressions.html (7.90 KB)
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt (3.42 KB)
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt (2.67 KB)
14. Iterators And Generators-tYH8X4Zeh-0.mp4 (18.95 MB)
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt (2.97 KB)
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt (2.42 KB)
14. [Optional] Iterators and Generators.html (9.89 KB)
15. [Optional] Quiz Iterators and Generators.html (10.25 KB)
16. [Optional] Solution Iterators and Generators.html (8.48 KB)
17. [Optional] Generator Expressions.html (7.48 KB)
18. Conclusion-QRnLr7pwHyk.ar.vtt (953.00 B)
18. Conclusion-QRnLr7pwHyk.en.vtt (763.00 B)
18. Conclusion-QRnLr7pwHyk.mp4 (4.48 MB)
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt (746.00 B)
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt (724.00 B)
18. Conclusion.html (8.04 KB)
19. Further Learning.html (7.31 KB)
index.html (5.61 KB)

Part 03-Module 01-Lesson 05_Scripting (120 files)

01. Introduction.html (9.16 KB)
01. Scripting-Qxe_gCiXUDg.ar.vtt (885.00 B)
01. Scripting-Qxe_gCiXUDg.en.vtt (645.00 B)
01. Scripting-Qxe_gCiXUDg.mp4 (4.24 MB)
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt (810.00 B)
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt (569.00 B)
02. Python Installation-2_P05aYChqQ.ar.vtt (2.24 KB)
02. Python Installation-2_P05aYChqQ.en.vtt (1.76 KB)
02. Python Installation-2_P05aYChqQ.mp4 (6.71 MB)
02. Python Installation-2_P05aYChqQ.pt-BR.vtt (2.12 KB)
02. Python Installation-2_P05aYChqQ.zh-CN.vtt (1.64 KB)
02. Python Installation.html (11.70 KB)
03. Install Python Using Anaconda.html (10.62 KB)
04. [For Windows] Configuring Git Bash to Run Python.html (15.28 KB)
05. Running A Python Script-vMKemwCderg.ar.vtt (2.98 KB)
05. Running A Python Script-vMKemwCderg.en.vtt (2.23 KB)
05. Running A Python Script-vMKemwCderg.mp4 (2.55 MB)
05. Running A Python Script-vMKemwCderg.pt-BR.vtt (2.54 KB)
05. Running A Python Script-vMKemwCderg.zh-CN.vtt (2.13 KB)
05. Running a Python Script.html (10.19 KB)
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt (6.17 KB)
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt (4.14 KB)
06. Programming Environment Setup-EKxDnCK0NAk.mp4 (7.42 MB)
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt (4.89 KB)
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt (3.93 KB)
06. Programming Environment Setup.html (10.54 KB)
07. Editing a Python Script.html (9.27 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt (3.88 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt (2.73 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4 (5.25 MB)
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt (3.28 KB)
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt (2.49 KB)
08. Scripting with Raw Input.html (10.10 KB)
09. Quiz Scripting with Raw Input.html (10.75 KB)
10. Solution Scripting with Raw Input.html (8.96 KB)
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt (3.67 KB)
11. Errors And Exceptions-DmthSiy2d0U.en.vtt (2.78 KB)
11. Errors And Exceptions-DmthSiy2d0U.mp4 (3.39 MB)
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt (3.03 KB)
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt (2.60 KB)
11. Errors and Exceptions.html (9.44 KB)
12. Errors and Exceptions.html (12.69 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt (2.89 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt (2.04 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4 (3.15 MB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt (2.31 KB)
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt (1.94 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt (4.30 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt (2.97 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4 (4.24 MB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt (3.39 KB)
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt (2.82 KB)
13. Handling Errors.html (11.99 KB)
14. Practice Handling Input Errors.html (10.74 KB)
15. Solution Handling Input Errors.html (8.72 KB)
16. Accessing Error Messages.html (9.23 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt (6.33 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt (4.90 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4 (5.92 MB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt (5.51 KB)
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt (4.55 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt (2.43 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt (1.73 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4 (1.91 MB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt (2.00 KB)
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt (1.60 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt (3.29 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt (2.47 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.mp4 (10.81 MB)
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt (2.81 KB)
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt (2.21 KB)
17. Reading and Writing Files.html (13.58 KB)
18. Quiz Reading and Writing Files.html (17.46 KB)
19. Solution Reading and Writing Files.html (9.56 KB)
20. Importing Files-qjeSn6zZbR0.ar.vtt (8.71 KB)
20. Importing Files-qjeSn6zZbR0.en.vtt (6.47 KB)
20. Importing Files-qjeSn6zZbR0.mp4 (11.41 MB)
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt (7.35 KB)
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt (6.19 KB)
20. Importing Local Scripts.html (12.12 KB)
21. The Standard Library-Fw3vf0tDrJM.ar.vtt (4.50 KB)
21. The Standard Library-Fw3vf0tDrJM.en.vtt (3.08 KB)
21. The Standard Library-Fw3vf0tDrJM.mp4 (10.55 MB)
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt (3.39 KB)
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt (2.73 KB)
21. The Standard Library.html (9.03 KB)
22. Quiz The Standard Library.html (17.32 KB)
23. Solution The Standard Library.html (8.79 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt (2.86 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt (2.03 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4 (5.00 MB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt (2.14 KB)
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt (1.74 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt (6.13 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt (4.34 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4 (5.33 MB)
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt (4.84 KB)
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt (3.93 KB)
24. Techniques for Importing Modules.html (11.72 KB)
25. Quiz Techniques for Importing Modules.html (11.33 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt (4.42 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt (3.49 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4 (7.36 MB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt (3.73 KB)
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt (3.10 KB)
26. Third-Party Libraries.html (13.64 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt (5.13 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt (3.80 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 (5.58 MB)
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt (4.15 KB)
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt (3.29 KB)
27. Experimenting with an Interpreter.html (11.36 KB)
28. Online Resources.html (14.64 KB)
29. Conclusion-rEMrswkLvh8.ar.vtt (652.00 B)
29. Conclusion-rEMrswkLvh8.en.vtt (473.00 B)
29. Conclusion-rEMrswkLvh8.mp4 (2.84 MB)
29. Conclusion-rEMrswkLvh8.pt-BR.vtt (508.00 B)
29. Conclusion-rEMrswkLvh8.zh-CN.vtt (456.00 B)
29. Conclusion.html (8.55 KB)
index.html (6.62 KB)

img (7 files)

generate-messages-output.png (310.53 KB)
step1-cd.png (14.68 KB)
step2-pwd.png (16.39 KB)
step3-path.png (20.76 KB)
step4-alias.png (17.86 KB)
step5-source.png (15.24 KB)
step6-testrun.png (43.44 KB)

Part 04-Module 01-Lesson 01_Introduction (12 files)

01. Our Goal .html (6.08 KB)
02. Instructors.html (7.49 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt (7.03 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 (8.60 MB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt (7.08 KB)
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt (6.12 KB)
03. Essence of Linear Algebra.html (6.10 KB)
04. Structure of this lesson.html (7.62 KB)
05. Working with Equations.html (10.67 KB)
06. Try our workspace out!.html (7.44 KB)
07. Try our workspace again!.html (8.68 KB)
index.html (4.56 KB)

img (11 files)

cp1a9390.jpg (63.65 KB)
grant.png (569.90 KB)
img-4646.jpg (27.12 KB)
screen-shot-2018-01-19-at-1.05.48-pm.png (279.73 KB)
screen-shot-2018-01-19-at-1.14.23-pm.png (358.59 KB)
screen-shot-2018-01-19-at-1.57.42-pm.png (114.23 KB)
screen-shot-2018-01-19-at-1.58.00-pm.png (126.03 KB)
screen-shot-2018-01-19-at-2.24.21-pm.png (218.72 KB)
screen-shot-2018-01-19-at-2.28.03-pm.png (90.71 KB)
screen-shot-2018-02-21-at-6.41.35-pm.png (18.77 KB)
screen-shot-2018-04-02-at-4.25.41-pm.png (97.56 KB)

Part 04-Module 01-Lesson 02_Vectors (26 files)

01. Vectors 1-oPBz-MLVUHk.en.vtt (4.61 KB)
01. Vectors 1-oPBz-MLVUHk.mp4 (4.88 MB)
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt (4.42 KB)
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt (3.98 KB)
01. What’s a Vector.html (6.85 KB)
02. Vectors 2-R7WiQYixvRQ.en.vtt (2.82 KB)
02. Vectors 2-R7WiQYixvRQ.mp4 (2.52 MB)
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt (2.55 KB)
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt (2.29 KB)
02. Vectors, what even are they Part 2.html (6.90 KB)
03. Vectors 3-mWV_MpEjz9c.en.vtt (5.85 KB)
03. Vectors 3-mWV_MpEjz9c.mp4 (6.29 MB)
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt (5.43 KB)
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt (4.96 KB)
03. Vectors, what even are they Part 3.html (6.89 KB)
04. Vectors- Mathematical definition .html (10.18 KB)
05. Transpose.html (8.32 KB)
06. Magnitude and Direction .html (9.62 KB)
07. Vectors- Quiz 1.html (8.21 KB)
08. Operations in the Field.html (7.78 KB)
09. Vector Addition.html (7.45 KB)
10. Vectors- Quiz 2.html (8.55 KB)
11. Scalar by Vector Multiplication.html (7.34 KB)
12. Vectors Quiz 3.html (9.69 KB)
13. Vectors Quiz Answers.html (7.72 KB)
index.html (5.09 KB)

img (5 files)

screen-shot-2018-01-23-at-10.49.16-am.png (42.36 KB)
screen-shot-2018-01-23-at-11.30.13-am.png (92.79 KB)
screen-shot-2018-01-24-at-2.27.07-pm.png (113.18 KB)
screen-shot-2018-01-24-at-3.13.49-pm.png (204.57 KB)
screen-shot-2018-03-21-at-2.40.42-pm.png (48.54 KB)

Part 04-Module 01-Lesson 03_Linear Combination (17 files)

01. Linear Combination. Part 1.html (6.48 KB)
01. Linear Combinations 1-fmal7UE7dEE.en.vtt (6.78 KB)
01. Linear Combinations 1-fmal7UE7dEE.mp4 (8.30 MB)
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt (7.01 KB)
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt (5.86 KB)
02. Linear Combination. Part 2.html (6.48 KB)
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt (7.21 KB)
02. Linear Combinations 2-RsKJNDTb8nw.mp4 (14.17 MB)
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt (7.04 KB)
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt (6.36 KB)
03. Linear Combination and Span.html (10.31 KB)
04. Linear Combination -Quiz 1.html (8.91 KB)
05. Linear Dependency .html (8.02 KB)
06. Solving a Simplified Set of Equations.html (14.21 KB)
07. Linear Combination – Quiz 2.html (8.44 KB)
08. Linear Combination – Quiz 3.html (8.62 KB)
index.html (4.76 KB)

img (11 files)

screen-shot-2018-01-26-at-10.16.48-pm.png (44.48 KB)
screen-shot-2018-01-26-at-11.05.49-pm.png (323.90 KB)
screen-shot-2018-01-26-at-11.16.45-pm.png (44.43 KB)
screen-shot-2018-01-26-at-11.21.42-pm.png (44.22 KB)
screen-shot-2018-01-26-at-11.48.02-pm.png (43.35 KB)
screen-shot-2018-01-29-at-11.49.47-am.png (65.43 KB)
screen-shot-2018-01-29-at-11.51.35-am.png (84.25 KB)
screen-shot-2018-03-28-at-4.44.34-pm.png (30.76 KB)
screen-shot-2018-03-28-at-4.52.09-pm.png (9.29 KB)
screen-shot-2018-03-28-at-5.11.09-pm.png (32.06 KB)
screen-shot-2018-03-28-at-5.15.59-pm.png (32.15 KB)

Part 04-Module 01-Lesson 04_Linear Transformation and Matrices (25 files)

01. What is a Matrix.html (9.07 KB)
02. Matrix Addition.html (9.43 KB)
03. Matrix Addition Quiz.html (8.68 KB)
04. Scalar Multiplication of Matrix and Quiz.html (9.82 KB)
05. Multiplication of a Square Matrices.html (10.98 KB)
06. Square Matrix Multiplication Quiz.html (9.59 KB)
07. Matrix Multiplication – General.html (10.81 KB)
08. Matrix Multiplication Quiz.html (9.93 KB)
09. Linear Transformation and Matrices . Part 1.html (7.29 KB)
09. Linear Transformations 1-99jYIxBRDww.en.vtt (5.54 KB)
09. Linear Transformations 1-99jYIxBRDww.mp4 (20.77 MB)
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt (5.81 KB)
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt (4.67 KB)
10. Linear Transformation and Matrices. Part 2.html (7.14 KB)
10. Linear Transformations 2-imtEd8M6__s.en.vtt (4.92 KB)
10. Linear Transformations 2-imtEd8M6__s.mp4 (13.49 MB)
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt (5.20 KB)
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt (4.29 KB)
11. Linear Transformation and Matrices. Part 3.html (6.94 KB)
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt (5.12 KB)
11. Linear Transformations 3-g_yTyRwMzXU.mp4 (20.09 MB)
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt (5.21 KB)
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt (4.51 KB)
12. Linear Transformation Quiz Answers.html (12.82 KB)
index.html (5.29 KB)

img (3 files)

screen-shot-2018-02-14-at-10.47.52-am.png (51.49 KB)
screen-shot-2018-02-14-at-3.59.39-pm.png (102.91 KB)
screen-shot-2018-02-14-at-6.07.26-pm.png (117.44 KB)

Part 05-Module 01-Lesson 01_Jupyter Notebooks (18 files)

01. Instructor.html (6.73 KB)
02. Jupyter-qiYDWFLyXvg.ar.vtt (3.41 KB)
02. Jupyter-qiYDWFLyXvg.en.vtt (2.70 KB)
02. Jupyter-qiYDWFLyXvg.mp4 (7.12 MB)
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt (2.41 KB)
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt (2.64 KB)
02. What are Jupyter notebooks.html (13.01 KB)
03. Installing Jupyter Notebook.html (6.53 KB)
04. Launching the notebook server.html (11.45 KB)
05. Notebook interface.html (10.12 KB)
06. Code cells.html (6.77 KB)
07. Markdown cells.html (10.20 KB)
08. Keyboard shortcuts.html (6.62 KB)
09. Magic keywords.html (10.64 KB)
10. Converting notebooks.html (7.76 KB)
11. Creating a slideshow.html (8.59 KB)
12. Finishing up.html (6.34 KB)
index.html (4.93 KB)

img (17 files)

conda-environments.png (40.09 KB)
conda-tab.png (109.92 KB)
magic-matplotlib.png (90.72 KB)
magic-pdb.png (68.61 KB)
magic-timeit.png (157.29 KB)
magic-timeit2.png (56.11 KB)
nbconvert-example.png (73.30 KB)
new-notebook.png (101.77 KB)
notebook-components.png (30.25 KB)
notebook-download.png (79.54 KB)
notebook-json.png (95.29 KB)
notebook-server.png (103.33 KB)
notebook-shutdown.png (62.35 KB)
screen-shot-2018-03-19-at-2.49.57-pm.png (442.46 KB)
server-shutdown.png (155.42 KB)
slides-cell-toolbar-menu.png (61.36 KB)
slides-choose-slide-type.png (53.31 KB)

media (3 files)

Markdown+cells.mp4 (330.36 KB)
command+palette.mp4 (169.16 KB)
notebook+interface.mp4 (215.47 KB)

Part 05-Module 01-Lesson 02_NumPy (43 files)

01. Instructors.html (7.71 KB)
02. Introduction to NumPy.html (9.40 KB)
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt (4.14 KB)
03. NumPy 0 V1-vyjMs8KFHlE.mp4 (4.35 MB)
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt (4.71 KB)
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt (3.68 KB)
03. Why Use NumPy.html (8.99 KB)
04. Creating and Saving NumPy ndarrays.html (18.75 KB)
04. NumPy 1 V1-EOHW29kDg7w.en.vtt (7.06 KB)
04. NumPy 1 V1-EOHW29kDg7w.mp4 (7.53 MB)
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt (8.09 KB)
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt (6.31 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt (11.69 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.mp4 (14.18 MB)
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt (13.35 KB)
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt (10.77 KB)
05. Using Built-in Functions to Create ndarrays.html (28.99 KB)
06. Create an ndarray.html (8.12 KB)
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html (17.69 KB)
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt (6.90 KB)
07. NumPy 3 V1-Rt4aydeo9F8.mp4 (8.50 MB)
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt (7.25 KB)
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt (6.33 KB)
08. NumPy 4 V1-jeU7lLgyMms.en.vtt (8.00 KB)
08. NumPy 4 V1-jeU7lLgyMms.mp4 (9.80 MB)
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt (8.41 KB)
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt (7.24 KB)
08. Slicing ndarrays.html (16.98 KB)
09. Boolean Indexing, Set Operations, and Sorting.html (13.97 KB)
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt (4.20 KB)
09. NumPy 5 V1-vGjI-WTnEbY.mp4 (5.09 MB)
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt (4.42 KB)
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt (3.92 KB)
10. Manipulating ndarrays.html (7.98 KB)
11. Arithmetic operations and Broadcasting.html (18.02 KB)
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt (5.58 KB)
11. NumPy 6 V1-wtLRuGK0kW4.mp4 (6.61 MB)
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt (5.81 KB)
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt (4.90 KB)
12. Creating ndarrays with Broadcasting.html (7.87 KB)
13. Getting Set Up for the Mini-Project.html (7.30 KB)
14. Mini-Project Mean Normalization and Data Separation.html (7.42 KB)
index.html (5.40 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 05-Module 01-Lesson 03_Pandas (43 files)

01. Instructors.html (7.24 KB)
02. Introduction to pandas.html (9.17 KB)
03. Why Use pandas.html (7.99 KB)
04. Creating pandas Series.html (10.93 KB)
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt (3.40 KB)
04. Pandas 1 V1-iXnYN8cnhzs.mp4 (3.80 MB)
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt (3.77 KB)
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt (3.07 KB)
05. Accessing and Deleting Elements in pandas Series.html (14.47 KB)
05. Pandas 2 V1-B7MuFIwboKU.en.vtt (3.31 KB)
05. Pandas 2 V1-B7MuFIwboKU.mp4 (3.77 MB)
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt (3.84 KB)
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt (3.00 KB)
06. Arithmetic Operations on pandas Series.html (14.25 KB)
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt (2.92 KB)
06. Pandas 3 V1-yhMT0X6YPFA.mp4 (3.51 MB)
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt (3.41 KB)
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt (2.59 KB)
07. Manipulate a Series.html (8.92 KB)
08. Creating pandas DataFrames.html (22.24 KB)
08. Pandas 4 V1-eMHUn9v9dds.en.vtt (6.89 KB)
08. Pandas 4 V1-eMHUn9v9dds.mp4 (6.93 MB)
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt (8.18 KB)
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt (6.13 KB)
09. Accessing Elements in pandas DataFrames.html (30.16 KB)
09. Pandas 5 V1-lClsJnZn_7w.en.vtt (5.96 KB)
09. Pandas 5 V1-lClsJnZn_7w.mp4 (7.85 MB)
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt (7.02 KB)
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt (5.44 KB)
10. Dealing with NaN.html (33.66 KB)
10. Pandas 6 V1-GS1kj04XQcM.en.vtt (6.34 KB)
10. Pandas 6 V1-GS1kj04XQcM.mp4 (7.87 MB)
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt (7.49 KB)
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt (5.63 KB)
11. Manipulate a DataFrame.html (11.02 KB)
12. Loading Data into a pandas DataFrame.html (35.94 KB)
12. Pandas 7 V1-ruTYp-twXO0.en.vtt (5.40 KB)
12. Pandas 7 V1-ruTYp-twXO0.mp4 (8.09 MB)
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt (6.50 KB)
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt (4.77 KB)
13. Getting Set Up for the Mini-Project.html (7.38 KB)
14. Mini-Project Statistics From Stock Data.html (7.29 KB)
index.html (5.31 KB)

img (2 files)

screen-shot-2018-03-19-at-2.30.59-pm.png (507.42 KB)
screen-shot-2018-03-19-at-3.21.24-pm.png (339.90 KB)

Part 06-Module 01-Lesson 01_Descriptive Statistics – Part I (115 files)

01. Introduce Instructors.html (8.99 KB)
01. Instructors Introduction-lIvm8urf4GE.ar.vtt (1.21 KB)
01. Instructors Introduction-lIvm8urf4GE.en.vtt (1.01 KB)
01. Instructors Introduction-lIvm8urf4GE.mp4 (2.88 MB)
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt (953.00 B)
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt (883.00 B)
02. Text Optional Lessons Note.html (9.25 KB)
03. Video Welcome!.html (9.12 KB)
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt (1.31 KB)
03. What Is Coming Up-oDJsnQcCPr4.en.vtt (963.00 B)
03. What Is Coming Up-oDJsnQcCPr4.mp4 (2.19 MB)
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt (1.07 KB)
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt (913.00 B)
04. Video What is Data Why is it important.html (8.99 KB)
04. What is Data-ldTDAjrVsA8.ar.vtt (1.91 KB)
04. What is Data-ldTDAjrVsA8.en.vtt (1.28 KB)
04. What is Data-ldTDAjrVsA8.mp4 (2.81 MB)
04. What is Data-ldTDAjrVsA8.pt-BR.vtt (1.45 KB)
04. What is Data-ldTDAjrVsA8.zh-CN.vtt (1.15 KB)
05. Data Types-gT6EYlsLZkE.ar.vtt (2.61 KB)
05. Data Types-gT6EYlsLZkE.en.vtt (1.86 KB)
05. Data Types-gT6EYlsLZkE.mp4 (2.07 MB)
05. Data Types-gT6EYlsLZkE.pt-BR.vtt (1.99 KB)
05. Data Types-gT6EYlsLZkE.zh-CN.vtt (1.78 KB)
05. Video Data Types (Quantitative vs. Categorical).html (9.50 KB)
06. Quiz Data Types (Quantitative vs. Categorical).html (16.28 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt (1.22 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt (988.00 B)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4 (1.74 MB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt (1.14 KB)
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt (935.00 B)
07. Video Data Types (Ordinal vs. Nominal).html (9.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt (2.23 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt (1.54 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4 (3.81 MB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt (1.70 KB)
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt (1.37 KB)
08. Video Data Types (Continuous vs. Discrete).html (9.78 KB)
09. Data Types Summary-T-KrQoAJUpI.ar.vtt (1.14 KB)
09. Data Types Summary-T-KrQoAJUpI.en.vtt (828.00 B)
09. Data Types Summary-T-KrQoAJUpI.mp4 (2.21 MB)
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt (919.00 B)
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt (775.00 B)
09. Video Data Types Summary.html (8.98 KB)
10. Text + Quiz Data Types (Ordinal vs. Nominal).html (15.49 KB)
11. Data Types (Continuous vs. Discrete).html (10.42 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt (3.17 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt (2.34 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4 (3.98 MB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt (2.56 KB)
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt (2.07 KB)
12. Video Introduction to Summary Statistics.html (9.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt (3.11 KB)
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt (2.36 KB)
13. Calculating the Mean-1nzZxmJ8xvU.mp4 (5.46 MB)
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt (2.56 KB)
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt (2.12 KB)
13. Video Measures of Center (Mean).html (10.53 KB)
14. Measures of Center (Mean).html (11.42 KB)
15. The Median-WlT3eeW0rb0.ar.vtt (3.19 KB)
15. The Median-WlT3eeW0rb0.en.vtt (2.48 KB)
15. The Median-WlT3eeW0rb0.mp4 (3.81 MB)
15. The Median-WlT3eeW0rb0.pt-BR.vtt (2.62 KB)
15. The Median-WlT3eeW0rb0.zh-CN.vtt (1.98 KB)
15. Video Measures of Center (Median).html (10.34 KB)
16. Measures of Center (Median).html (10.68 KB)
17. Measures of Center – The Mode-NE81NZgECqg.ar.vtt (861.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.en.vtt (653.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.mp4 (954.56 KB)
17. Measures of Center – The Mode-NE81NZgECqg.pt-BR.vtt (629.00 B)
17. Measures of Center – The Mode-NE81NZgECqg.zh-CN.vtt (613.00 B)
17. Video Measures of Center (Mode).html (9.93 KB)
18. Measures of Center (Mode).html (15.84 KB)
19. Video What is Notation.html (11.14 KB)
19. What is Notation-MaHV5cKfcmE.ar.vtt (2.00 KB)
19. What is Notation-MaHV5cKfcmE.en.vtt (1.49 KB)
19. What is Notation-MaHV5cKfcmE.mp4 (4.82 MB)
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt (1.71 KB)
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt (1.43 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt (6.20 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt (4.68 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.mp4 (5.66 MB)
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt (5.07 KB)
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt (4.18 KB)
20. Video Random Variables.html (11.83 KB)
21. Quiz Variable Types.html (11.07 KB)
22. Random Observed Values-KFIt2OC3wCI.ar.vtt (3.51 KB)
22. Random Observed Values-KFIt2OC3wCI.en.vtt (2.74 KB)
22. Random Observed Values-KFIt2OC3wCI.mp4 (4.47 MB)
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt (2.93 KB)
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt (2.37 KB)
22. Video Capital vs. Lower.html (12.10 KB)
23. Quiz Introduction to Notation.html (12.41 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt (2.26 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt (1.68 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.mp4 (3.23 MB)
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt (1.61 KB)
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt (1.45 KB)
24. Video Better Way.html (9.86 KB)
25. Aggregations-ADx1x2ljFB4.ar.vtt (3.51 KB)
25. Aggregations-ADx1x2ljFB4.en.vtt (2.90 KB)
25. Aggregations-ADx1x2ljFB4.mp4 (5.11 MB)
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt (2.80 KB)
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt (2.51 KB)
25. Video Summation.html (12.24 KB)
26. Notation for the Mean-3EF15AoRxyM.ar.vtt (2.81 KB)
26. Notation for the Mean-3EF15AoRxyM.en.vtt (2.05 KB)
26. Notation for the Mean-3EF15AoRxyM.mp4 (3.03 MB)
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt (2.26 KB)
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt (1.82 KB)
26. Video Notation for the Mean.html (10.40 KB)
27. Quiz Summation.html (12.17 KB)
28. Quiz Notation for the Mean.html (14.69 KB)
29. Text Summary on Notation.html (11.25 KB)
index.html (6.87 KB)

img (1 files)

mat-headshot.png (179.99 KB)

Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II (112 files)

01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt (1.14 KB)
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt (898.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.mp4 (1.82 MB)
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt (889.00 B)
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt (848.00 B)
01. Video What are Measures of Spread.html (10.33 KB)
02. Histograms-4t10RgUv2Fc.ar.vtt (2.27 KB)
02. Histograms-4t10RgUv2Fc.en.vtt (1.61 KB)
02. Histograms-4t10RgUv2Fc.mp4 (2.57 MB)
02. Histograms-4t10RgUv2Fc.pt-BR.vtt (1.75 KB)
02. Histograms-4t10RgUv2Fc.zh-CN.vtt (1.38 KB)
02. Video Histograms.html (10.13 KB)
03. Video Weekdays vs. Weekends What is the Difference.html (9.84 KB)
03. What is the Difference-I3tQvrCgNrQ.ar.vtt (1.83 KB)
03. What is the Difference-I3tQvrCgNrQ.en.vtt (1.31 KB)
03. What is the Difference-I3tQvrCgNrQ.mp4 (1.27 MB)
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt (1.46 KB)
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt (1.09 KB)
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt (4.65 KB)
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt (3.56 KB)
04. 29 Number Summary-gzUN5zKLHjQ.mp4 (4.36 MB)
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt (3.90 KB)
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt (2.93 KB)
04. Video Introduction to Five Number Summary.html (11.19 KB)
05. Quiz 5 Number Summary Practice.html (11.26 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt (2.22 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt (1.54 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4 (2.88 MB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt (1.80 KB)
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt (1.34 KB)
06. Video What if We Only Want One Number.html (9.85 KB)
07. Video Introduction to Standard Deviation and Variance.html (10.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt (3.38 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt (2.70 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4 (5.20 MB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt (2.83 KB)
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt (2.22 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt (4.83 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt (3.67 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4 (6.78 MB)
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt (3.93 KB)
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt (2.97 KB)
08. Video Standard Deviation Calculation.html (10.07 KB)
09. Measures of Spread (Calculation and Units).html (10.85 KB)
10. Text Introduction to the Standard Deviation and Variance.html (13.55 KB)
11. Video Why the Standard Deviation.html (9.80 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt (2.14 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt (1.60 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4 (6.54 MB)
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt (1.61 KB)
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt (1.30 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt (2.80 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt (1.91 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4 (5.31 MB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt (2.14 KB)
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt (1.59 KB)
12. Video Important Final Points.html (11.37 KB)
13. Advanced Standard Deviation and Variance.html (13.16 KB)
14. Quiz Applied Standard Deviation and Variance.html (15.22 KB)
15. Homework 1 Final Quiz on Measures Spread.html (14.53 KB)
16. Text Measures of Center and Spread Summary.html (12.51 KB)
17. Shape of Distributions-UnN99AAYf8k.ar.vtt (4.11 KB)
17. Shape of Distributions-UnN99AAYf8k.en.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.mp4 (3.17 MB)
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt (2.94 KB)
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt (2.30 KB)
17. Video Shape.html (11.11 KB)
18. Data in the Real World-HmipezTjTDY.ar.vtt (2.08 KB)
18. Data in the Real World-HmipezTjTDY.en.vtt (1.58 KB)
18. Data in the Real World-HmipezTjTDY.mp4 (3.77 MB)
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt (1.71 KB)
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt (1.39 KB)
18. Video The Shape For Data In The World.html (10.48 KB)
19. Quiz Shape and Outliers (What’s the Impact).html (12.98 KB)
20. Outliers-HKIsvkZUZfo.ar.vtt (3.49 KB)
20. Outliers-HKIsvkZUZfo.en.vtt (2.63 KB)
20. Outliers-HKIsvkZUZfo.mp4 (5.74 MB)
20. Outliers-HKIsvkZUZfo.pt-BR.vtt (2.69 KB)
20. Outliers-HKIsvkZUZfo.zh-CN.vtt (2.29 KB)
20. Video Shape and Outliers.html (10.35 KB)
21. Video Working With Outliers.html (10.48 KB)
21. Working with Outliers-4RnQjtJB8t8.ar.vtt (2.89 KB)
21. Working with Outliers-4RnQjtJB8t8.en.vtt (2.14 KB)
21. Working with Outliers-4RnQjtJB8t8.mp4 (4.89 MB)
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt (2.46 KB)
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt (1.90 KB)
22. Outliers Advice-BhhDoTgYQmI.ar.vtt (1.91 KB)
22. Outliers Advice-BhhDoTgYQmI.en.vtt (1.48 KB)
22. Outliers Advice-BhhDoTgYQmI.mp4 (3.85 MB)
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt (1.64 KB)
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt (1.29 KB)
22. Video Working With Outliers My Advice.html (11.04 KB)
23. Quiz Shape and Outliers (Comparing Distributions).html (16.37 KB)
24. Quiz Shape and Outliers (Visuals).html (15.36 KB)
25. Quiz Shape and Outliers (Final Quiz).html (16.25 KB)
26. Text Descriptive Statistics Summary .html (13.29 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
27. Video Descriptive vs. Inferential Statistics.html (10.86 KB)
28. Quiz Descriptive vs. Inferential (Udacity Students).html (12.06 KB)
29. Quiz Descriptive vs. Inferential (Bagels).html (18.14 KB)
30. Text Descriptive vs. Inferential Summary.html (11.41 KB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt (679.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt (523.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4 (1.88 MB)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt (503.00 B)
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt (442.00 B)
31. Video Summary.html (9.64 KB)
index.html (7.58 KB)

img (4 files)

histogram-nonnormal.png (35.31 KB)
iris-box-plot.png (15.80 KB)
screen-shot-2017-06-26-at-2.11.18-pm.png (70.26 KB)
screen-shot-2017-06-26-at-3.47.37-pm.png (77.21 KB)

Part 06-Module 01-Lesson 03_Admissions Case Study (193 files)

01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt (787.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt (655.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4 (2.09 MB)
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt (567.00 B)
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt (566.00 B)
01. Admissions Case Study Introduction.html (6.89 KB)
02. Admissions 1-CLgVLQAEYw8.ar.vtt (1.42 KB)
02. Admissions 1-CLgVLQAEYw8.en.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt (1.17 KB)
02. Admissions 1-CLgVLQAEYw8.hr.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.it.vtt (1.11 KB)
02. Admissions 1-CLgVLQAEYw8.ja.vtt (1.08 KB)
02. Admissions 1-CLgVLQAEYw8.mp4 (7.61 MB)
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt (1.28 KB)
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.tr.vtt (1.14 KB)
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt (1.05 KB)
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt (1.09 KB)
02. Admissions 1-f3y_weFskL4.ar.vtt (99.00 B)
02. Admissions 1-f3y_weFskL4.en.vtt (88.00 B)
02. Admissions 1-f3y_weFskL4.es-ES.vtt (95.00 B)
02. Admissions 1-f3y_weFskL4.hr.vtt (87.00 B)
02. Admissions 1-f3y_weFskL4.it.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.ja.vtt (100.00 B)
02. Admissions 1-f3y_weFskL4.mp4 (323.09 KB)
02. Admissions 1-f3y_weFskL4.pt-BR.vtt (101.00 B)
02. Admissions 1-f3y_weFskL4.pt-PT.vtt (89.00 B)
02. Admissions 1-f3y_weFskL4.tr.vtt (81.00 B)
02. Admissions 1-f3y_weFskL4.zh-CN.vtt (94.00 B)
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt (98.00 B)
02. Admissions 1.html (9.53 KB)
03. Admissions 2-o91iPvtqt78.ar.vtt (94.00 B)
03. Admissions 2-o91iPvtqt78.en.vtt (90.00 B)
03. Admissions 2-o91iPvtqt78.es-ES.vtt (95.00 B)
03. Admissions 2-o91iPvtqt78.hr.vtt (85.00 B)
03. Admissions 2-o91iPvtqt78.it.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.ja.vtt (88.00 B)
03. Admissions 2-o91iPvtqt78.mp4 (339.25 KB)
03. Admissions 2-o91iPvtqt78.pt-BR.vtt (91.00 B)
03. Admissions 2-o91iPvtqt78.zh-CN.vtt (83.00 B)
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt (85.00 B)
03. Admissions 2-pJrwiukN3Ls.ar.vtt (208.00 B)
03. Admissions 2-pJrwiukN3Ls.en.vtt (196.00 B)
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt (227.00 B)
03. Admissions 2-pJrwiukN3Ls.hr.vtt (209.00 B)
03. Admissions 2-pJrwiukN3Ls.it.vtt (205.00 B)
03. Admissions 2-pJrwiukN3Ls.ja.vtt (219.00 B)
03. Admissions 2-pJrwiukN3Ls.mp4 (1.21 MB)
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt (223.00 B)
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt (215.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt (180.00 B)
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt (189.00 B)
03. Admissions 2.html (9.20 KB)
04. Admissions 3-iKTYAsZLbhc.ar.vtt (738.00 B)
04. Admissions 3-iKTYAsZLbhc.en.vtt (622.00 B)
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.hr.vtt (662.00 B)
04. Admissions 3-iKTYAsZLbhc.it.vtt (671.00 B)
04. Admissions 3-iKTYAsZLbhc.ja.vtt (625.00 B)
04. Admissions 3-iKTYAsZLbhc.mp4 (1.57 MB)
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt (692.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt (556.00 B)
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt (579.00 B)
04. Admissions 3-rDw0TIpwJ-c.ar.vtt (108.00 B)
04. Admissions 3-rDw0TIpwJ-c.en.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt (104.00 B)
04. Admissions 3-rDw0TIpwJ-c.hr.vtt (95.00 B)
04. Admissions 3-rDw0TIpwJ-c.it.vtt (94.00 B)
04. Admissions 3-rDw0TIpwJ-c.ja.vtt (116.00 B)
04. Admissions 3-rDw0TIpwJ-c.mp4 (467.38 KB)
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt (99.00 B)
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt (101.00 B)
04. Admissions 3.html (9.08 KB)
05. Admissions 4–GMhV1twy6Y.ar.vtt (204.00 B)
05. Admissions 4–GMhV1twy6Y.en.vtt (138.00 B)
05. Admissions 4–GMhV1twy6Y.es-ES.vtt (141.00 B)
05. Admissions 4–GMhV1twy6Y.hr.vtt (144.00 B)
05. Admissions 4–GMhV1twy6Y.it.vtt (173.00 B)
05. Admissions 4–GMhV1twy6Y.ja.vtt (154.00 B)
05. Admissions 4–GMhV1twy6Y.mp4 (523.00 KB)
05. Admissions 4–GMhV1twy6Y.pt-BR.vtt (149.00 B)
05. Admissions 4–GMhV1twy6Y.zh-CN.vtt (115.00 B)
05. Admissions 4–GMhV1twy6Y.zh-Hans.vtt (119.00 B)
05. Admissions 4-GD6cQhkoqS4.ar.vtt (90.00 B)
05. Admissions 4-GD6cQhkoqS4.en.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.hr.vtt (86.00 B)
05. Admissions 4-GD6cQhkoqS4.it.vtt (89.00 B)
05. Admissions 4-GD6cQhkoqS4.ja.vtt (97.00 B)
05. Admissions 4-GD6cQhkoqS4.mp4 (831.76 KB)
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt (100.00 B)
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt (90.00 B)
05. Admissions 4.html (8.85 KB)
06. Gender Bias-DeWp0hnRq4g.ar.vtt (399.00 B)
06. Gender Bias-DeWp0hnRq4g.en.vtt (281.00 B)
06. Gender Bias-DeWp0hnRq4g.hr.vtt (291.00 B)
06. Gender Bias-DeWp0hnRq4g.it.vtt (311.00 B)
06. Gender Bias-DeWp0hnRq4g.ja.vtt (293.00 B)
06. Gender Bias-DeWp0hnRq4g.mp4 (1.49 MB)
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt (276.00 B)
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt (257.00 B)
06. Gender Bias-JWl8lPGhlbY.ar.vtt (549.00 B)
06. Gender Bias-JWl8lPGhlbY.en.vtt (468.00 B)
06. Gender Bias-JWl8lPGhlbY.hr.vtt (425.00 B)
06. Gender Bias-JWl8lPGhlbY.it.vtt (476.00 B)
06. Gender Bias-JWl8lPGhlbY.ja.vtt (458.00 B)
06. Gender Bias-JWl8lPGhlbY.mp4 (1.78 MB)
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt (447.00 B)
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt (355.00 B)
06. Gender Bias.html (8.76 KB)
07. Aggregation-55eZrE82TqA.ar.vtt (1.05 KB)
07. Aggregation-55eZrE82TqA.en.vtt (799.00 B)
07. Aggregation-55eZrE82TqA.hr.vtt (748.00 B)
07. Aggregation-55eZrE82TqA.it.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.ja.vtt (708.00 B)
07. Aggregation-55eZrE82TqA.mp4 (4.66 MB)
07. Aggregation-55eZrE82TqA.pt-BR.vtt (797.00 B)
07. Aggregation-55eZrE82TqA.zh-CN.vtt (673.00 B)
07. Aggregation-8j5hria6Rc8.ar.vtt (98.00 B)
07. Aggregation-8j5hria6Rc8.en.vtt (90.00 B)
07. Aggregation-8j5hria6Rc8.hr.vtt (85.00 B)
07. Aggregation-8j5hria6Rc8.it.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.ja.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.mp4 (447.99 KB)
07. Aggregation-8j5hria6Rc8.pt-BR.vtt (89.00 B)
07. Aggregation-8j5hria6Rc8.zh-CN.vtt (84.00 B)
07. Aggregation.html (8.59 KB)
08. Aggregation 2-udXhxyls5Dw.ar.vtt (166.00 B)
08. Aggregation 2-udXhxyls5Dw.en.vtt (155.00 B)
08. Aggregation 2-udXhxyls5Dw.hr.vtt (149.00 B)
08. Aggregation 2-udXhxyls5Dw.it.vtt (151.00 B)
08. Aggregation 2-udXhxyls5Dw.ja.vtt (137.00 B)
08. Aggregation 2-udXhxyls5Dw.mp4 (751.89 KB)
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt (168.00 B)
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt (155.00 B)
08. Aggregation 2-xhpEqsHTf3g.ar.vtt (184.00 B)
08. Aggregation 2-xhpEqsHTf3g.en.vtt (148.00 B)
08. Aggregation 2-xhpEqsHTf3g.hr.vtt (163.00 B)
08. Aggregation 2-xhpEqsHTf3g.it.vtt (187.00 B)
08. Aggregation 2-xhpEqsHTf3g.ja.vtt (156.00 B)
08. Aggregation 2-xhpEqsHTf3g.mp4 (719.39 KB)
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt (173.00 B)
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt (126.00 B)
08. Aggregation 2.html (8.63 KB)
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt (420.00 B)
09. Aggregation 3-YkaVgZ-yFrM.en.vtt (317.00 B)
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt (319.00 B)
09. Aggregation 3-YkaVgZ-yFrM.it.vtt (307.00 B)
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt (305.00 B)
09. Aggregation 3-YkaVgZ-yFrM.mp4 (2.16 MB)
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt (349.00 B)
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt (293.00 B)
09. Aggregation 3-tPSj6_m-0_M.ar.vtt (92.00 B)
09. Aggregation 3-tPSj6_m-0_M.en.vtt (86.00 B)
09. Aggregation 3-tPSj6_m-0_M.hr.vtt (83.00 B)
09. Aggregation 3-tPSj6_m-0_M.it.vtt (87.00 B)
09. Aggregation 3-tPSj6_m-0_M.ja.vtt (88.00 B)
09. Aggregation 3-tPSj6_m-0_M.mp4 (220.29 KB)
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt (89.00 B)
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt (84.00 B)
09. Aggregation 3.html (8.63 KB)
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt (312.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt (246.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt (252.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt (239.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt (236.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.mp4 (1.21 MB)
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt (218.00 B)
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt (232.00 B)
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt (1.61 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt (1.19 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt (1.11 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt (1.28 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt (1.14 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4 (7.49 MB)
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt (1.08 KB)
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt (1.00 KB)
10. Gender Bias Revisited.html (8.97 KB)
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt (1.07 KB)
11. Dangers Of Statistics-UYZXqP562qg.en.vtt (754.00 B)
11. Dangers Of Statistics-UYZXqP562qg.mp4 (2.50 MB)
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt (802.00 B)
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt (707.00 B)
11. Dangers of Statistics.html (6.79 KB)
12. Text Recap + Next Steps.html (7.10 KB)
13. Case Study in Python.html (18.35 KB)
14. Conclusion-XiR_37bYA84.ar.vtt (894.00 B)
14. Conclusion-XiR_37bYA84.en.vtt (675.00 B)
14. Conclusion-XiR_37bYA84.mp4 (1.96 MB)
14. Conclusion-XiR_37bYA84.pt-BR.vtt (692.00 B)
14. Conclusion-XiR_37bYA84.zh-CN.vtt (616.00 B)
14. Conclusion.html (6.57 KB)
index.html (5.04 KB)

img (9 files)

48678737.gif (77.74 KB)
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48728202.gif (92.14 KB)
48729170.gif (54.43 KB)

Part 06-Module 01-Lesson 04_Probability (355 files)

01. Introduction to Probability-HeoQccoqfTk.ar.vtt (1.37 KB)
01. Introduction to Probability-HeoQccoqfTk.en.vtt (1.06 KB)
01. Introduction to Probability-HeoQccoqfTk.mp4 (4.21 MB)
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt (1.24 KB)
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt (937.00 B)
01. Introduction to Probability.html (7.30 KB)
02. Flipping Coins-OpNufHYgJCg.ar.vtt (2.01 KB)
02. Flipping Coins-OpNufHYgJCg.en.vtt (1.47 KB)
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt (1.55 KB)
02. Flipping Coins-OpNufHYgJCg.hr.vtt (1.50 KB)
02. Flipping Coins-OpNufHYgJCg.it.vtt (1.64 KB)
02. Flipping Coins-OpNufHYgJCg.ja.vtt (1.32 KB)
02. Flipping Coins-OpNufHYgJCg.mp4 (11.32 MB)
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt (1.33 KB)
02. Flipping Coins-OpNufHYgJCg.th.vtt (2.84 KB)
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt (1.32 KB)
02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)
02. Flipping Coins-lgUDXtUyLLg.en.vtt (635.00 B)
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt (686.00 B)
02. Flipping Coins-lgUDXtUyLLg.hr.vtt (637.00 B)
02. Flipping Coins-lgUDXtUyLLg.it.vtt (695.00 B)
02. Flipping Coins-lgUDXtUyLLg.ja.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.mp4 (4.62 MB)
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt (570.00 B)
02. Flipping Coins-lgUDXtUyLLg.ru.vtt (617.00 B)
02. Flipping Coins-lgUDXtUyLLg.th.vtt (1.15 KB)
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt (537.00 B)
02. Flipping Coins.html (9.86 KB)
03. Fair Coin-9LrlrexpW_o.ar.vtt (1.09 KB)
03. Fair Coin-9LrlrexpW_o.en.vtt (879.00 B)
03. Fair Coin-9LrlrexpW_o.es-ES.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.hr.vtt (957.00 B)
03. Fair Coin-9LrlrexpW_o.it.vtt (967.00 B)
03. Fair Coin-9LrlrexpW_o.ja.vtt (911.00 B)
03. Fair Coin-9LrlrexpW_o.mp4 (5.84 MB)
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt (884.00 B)
03. Fair Coin-9LrlrexpW_o.th.vtt (1.78 KB)
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt (828.00 B)
03. Fair Coin-fSKL742j-zk.ar.vtt (278.00 B)
03. Fair Coin-fSKL742j-zk.en.vtt (190.00 B)
03. Fair Coin-fSKL742j-zk.es-ES.vtt (192.00 B)
03. Fair Coin-fSKL742j-zk.hr.vtt (155.00 B)
03. Fair Coin-fSKL742j-zk.it.vtt (178.00 B)
03. Fair Coin-fSKL742j-zk.ja.vtt (149.00 B)
03. Fair Coin-fSKL742j-zk.mp4 (797.83 KB)
03. Fair Coin-fSKL742j-zk.pt-BR.vtt (173.00 B)
03. Fair Coin-fSKL742j-zk.th.vtt (342.00 B)
03. Fair Coin-fSKL742j-zk.zh-CN.vtt (197.00 B)
03. Fair Coin.html (9.46 KB)
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt (591.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt (425.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt (417.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt (384.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt (444.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt (415.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.mp4 (2.63 MB)
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt (442.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt (578.00 B)
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt (380.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt (265.00 B)
04. Loaded Coin 1-sNvQeSikRFY.en.vtt (217.00 B)
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt (210.00 B)
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt (213.00 B)
04. Loaded Coin 1-sNvQeSikRFY.it.vtt (212.00 B)
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.mp4 (1.24 MB)
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt (201.00 B)
04. Loaded Coin 1-sNvQeSikRFY.th.vtt (252.00 B)
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt (192.00 B)
04. Loaded Coin 1.html (9.76 KB)
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt (222.00 B)
05. Loaded Coin 2-Y7tnbth-gag.en.vtt (180.00 B)
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt (185.00 B)
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt (157.00 B)
05. Loaded Coin 2-Y7tnbth-gag.it.vtt (171.00 B)
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt (159.00 B)
05. Loaded Coin 2-Y7tnbth-gag.mp4 (805.43 KB)
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt (184.00 B)
05. Loaded Coin 2-Y7tnbth-gag.th.vtt (267.00 B)
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt (164.00 B)
05. Loaded Coin 2-dGffszQYzqc.ar.vtt (1.06 KB)
05. Loaded Coin 2-dGffszQYzqc.en.vtt (874.00 B)
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt (880.00 B)
05. Loaded Coin 2-dGffszQYzqc.hr.vtt (942.00 B)
05. Loaded Coin 2-dGffszQYzqc.it.vtt (915.00 B)
05. Loaded Coin 2-dGffszQYzqc.ja.vtt (762.00 B)
05. Loaded Coin 2-dGffszQYzqc.mp4 (3.36 MB)
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt (866.00 B)
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt (817.00 B)
05. Loaded Coin 2.html (9.44 KB)
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt (279.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt (231.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt (238.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt (234.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt (261.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.mp4 (1.69 MB)
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt (265.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt (354.00 B)
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt (228.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt (302.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt (260.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt (257.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt (289.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt (291.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt (247.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.mp4 (1.35 MB)
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt (249.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt (447.00 B)
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt (248.00 B)
06. Loaded Coin 3.html (9.56 KB)
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt (838.00 B)
07. Complementary Outcomes-YseJqD-1oUg.en.vtt (682.00 B)
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt (671.00 B)
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt (640.00 B)
07. Complementary Outcomes-YseJqD-1oUg.it.vtt (697.00 B)
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt (669.00 B)
07. Complementary Outcomes-YseJqD-1oUg.mp4 (4.50 MB)
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt (695.00 B)
07. Complementary Outcomes-YseJqD-1oUg.th.vtt (1.22 KB)
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt (582.00 B)
07. Complementary Outcomes.html (7.85 KB)
08. Two Flips 1-1txkcmxk3vU.ar.vtt (2.19 KB)
08. Two Flips 1-1txkcmxk3vU.en.vtt (1.72 KB)
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt (1.79 KB)
08. Two Flips 1-1txkcmxk3vU.hr.vtt (1.68 KB)
08. Two Flips 1-1txkcmxk3vU.it.vtt (1.87 KB)
08. Two Flips 1-1txkcmxk3vU.ja.vtt (1.62 KB)
08. Two Flips 1-1txkcmxk3vU.mp4 (4.01 MB)
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt (1.91 KB)
08. Two Flips 1-1txkcmxk3vU.th.vtt (3.35 KB)
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt (1.45 KB)
08. Two Flips 1-yUIz7SgUwJg.ar.vtt (663.00 B)
08. Two Flips 1-yUIz7SgUwJg.en.vtt (495.00 B)
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt (535.00 B)
08. Two Flips 1-yUIz7SgUwJg.hr.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.it.vtt (552.00 B)
08. Two Flips 1-yUIz7SgUwJg.ja.vtt (532.00 B)
08. Two Flips 1-yUIz7SgUwJg.mp4 (3.42 MB)
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt (530.00 B)
08. Two Flips 1-yUIz7SgUwJg.th.vtt (1021.00 B)
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt (516.00 B)
08. Two Flips 1.html (9.50 KB)
09. Two Flips 2-pT0FXiH_5nI.ar.vtt (207.00 B)
09. Two Flips 2-pT0FXiH_5nI.en.vtt (198.00 B)
09. Two Flips 2-pT0FXiH_5nI.hr.vtt (204.00 B)
09. Two Flips 2-pT0FXiH_5nI.it.vtt (213.00 B)
09. Two Flips 2-pT0FXiH_5nI.ja.vtt (194.00 B)
09. Two Flips 2-pT0FXiH_5nI.mp4 (312.59 KB)
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt (186.00 B)
09. Two Flips 2-pT0FXiH_5nI.th.vtt (603.00 B)
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt (196.00 B)
09. Two Flips 2-uhrL5fatt3E.ar.vtt (1.18 KB)
09. Two Flips 2-uhrL5fatt3E.en.vtt (883.00 B)
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt (948.00 B)
09. Two Flips 2-uhrL5fatt3E.hr.vtt (854.00 B)
09. Two Flips 2-uhrL5fatt3E.it.vtt (945.00 B)
09. Two Flips 2-uhrL5fatt3E.ja.vtt (887.00 B)
09. Two Flips 2-uhrL5fatt3E.mp4 (3.00 MB)
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt (988.00 B)
09. Two Flips 2-uhrL5fatt3E.th.vtt (1.60 KB)
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt (787.00 B)
09. Two Flips 2.html (9.39 KB)
10. Two Flips 3-3NSPqjp6pFY.ar.vtt (547.00 B)
10. Two Flips 3-3NSPqjp6pFY.en.vtt (432.00 B)
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt (473.00 B)
10. Two Flips 3-3NSPqjp6pFY.hr.vtt (469.00 B)
10. Two Flips 3-3NSPqjp6pFY.it.vtt (435.00 B)
10. Two Flips 3-3NSPqjp6pFY.ja.vtt (397.00 B)
10. Two Flips 3-3NSPqjp6pFY.mp4 (1.12 MB)
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt (496.00 B)
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt (379.00 B)
10. Two Flips 3-uimwo-puQWY.ar.vtt (254.00 B)
10. Two Flips 3-uimwo-puQWY.en.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.hr.vtt (197.00 B)
10. Two Flips 3-uimwo-puQWY.it.vtt (210.00 B)
10. Two Flips 3-uimwo-puQWY.ja.vtt (194.00 B)
10. Two Flips 3-uimwo-puQWY.mp4 (920.84 KB)
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt (219.00 B)
10. Two Flips 3-uimwo-puQWY.th.vtt (359.00 B)
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt (177.00 B)
10. Two Flips 3.html (10.16 KB)
11. Two Flips 4-bNoS6LQEFrI.ar.vtt (900.00 B)
11. Two Flips 4-bNoS6LQEFrI.en.vtt (715.00 B)
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt (748.00 B)
11. Two Flips 4-bNoS6LQEFrI.hr.vtt (690.00 B)
11. Two Flips 4-bNoS6LQEFrI.it.vtt (742.00 B)
11. Two Flips 4-bNoS6LQEFrI.ja.vtt (623.00 B)
11. Two Flips 4-bNoS6LQEFrI.mp4 (2.98 MB)
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt (728.00 B)
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt (658.00 B)
11. Two Flips 4-rRPwknIDuI0.ar.vtt (303.00 B)
11. Two Flips 4-rRPwknIDuI0.en.vtt (247.00 B)
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt (252.00 B)
11. Two Flips 4-rRPwknIDuI0.hr.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.it.vtt (248.00 B)
11. Two Flips 4-rRPwknIDuI0.ja.vtt (216.00 B)
11. Two Flips 4-rRPwknIDuI0.mp4 (663.40 KB)
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt (209.00 B)
11. Two Flips 4-rRPwknIDuI0.th.vtt (423.00 B)
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt (228.00 B)
11. Two Flips 4.html (9.40 KB)
12. Two Flips 5-G28YyiGFGWA.ar.vtt (437.00 B)
12. Two Flips 5-G28YyiGFGWA.en.vtt (349.00 B)
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt (366.00 B)
12. Two Flips 5-G28YyiGFGWA.hr.vtt (383.00 B)
12. Two Flips 5-G28YyiGFGWA.it.vtt (382.00 B)
12. Two Flips 5-G28YyiGFGWA.ja.vtt (370.00 B)
12. Two Flips 5-G28YyiGFGWA.mp4 (2.15 MB)
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt (377.00 B)
12. Two Flips 5-G28YyiGFGWA.th.vtt (654.00 B)
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt (348.00 B)
12. Two Flips 5-HB8b7sZQFGs.ar.vtt (650.00 B)
12. Two Flips 5-HB8b7sZQFGs.en.vtt (549.00 B)
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt (566.00 B)
12. Two Flips 5-HB8b7sZQFGs.hr.vtt (575.00 B)
12. Two Flips 5-HB8b7sZQFGs.it.vtt (598.00 B)
12. Two Flips 5-HB8b7sZQFGs.ja.vtt (527.00 B)
12. Two Flips 5-HB8b7sZQFGs.mp4 (990.87 KB)
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt (516.00 B)
12. Two Flips 5-HB8b7sZQFGs.th.vtt (729.00 B)
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt (558.00 B)
12. Two Flips 5.html (9.50 KB)
13. One Head 1-T4A5uyqesjo.ar.vtt (845.00 B)
13. One Head 1-T4A5uyqesjo.en.vtt (617.00 B)
13. One Head 1-T4A5uyqesjo.es-ES.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.hr.vtt (599.00 B)
13. One Head 1-T4A5uyqesjo.it.vtt (656.00 B)
13. One Head 1-T4A5uyqesjo.ja.vtt (597.00 B)
13. One Head 1-T4A5uyqesjo.mp4 (1.51 MB)
13. One Head 1-T4A5uyqesjo.pt-BR.vtt (705.00 B)
13. One Head 1-T4A5uyqesjo.th.vtt (1.08 KB)
13. One Head 1-T4A5uyqesjo.zh-CN.vtt (577.00 B)
13. One Head 1-lHuZpDkfwq8.ar.vtt (717.00 B)
13. One Head 1-lHuZpDkfwq8.en.vtt (553.00 B)
13. One Head 1-lHuZpDkfwq8.es-ES.vtt (575.00 B)
13. One Head 1-lHuZpDkfwq8.hr.vtt (539.00 B)
13. One Head 1-lHuZpDkfwq8.it.vtt (618.00 B)
13. One Head 1-lHuZpDkfwq8.ja.vtt (584.00 B)
13. One Head 1-lHuZpDkfwq8.mp4 (3.66 MB)
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt (642.00 B)
13. One Head 1-lHuZpDkfwq8.th.vtt (970.00 B)
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt (507.00 B)
13. One Head 1.html (9.48 KB)
14. One Head 2-64EjAbqrtmo.ar.vtt (640.00 B)
14. One Head 2-64EjAbqrtmo.en.vtt (508.00 B)
14. One Head 2-64EjAbqrtmo.es-ES.vtt (480.00 B)
14. One Head 2-64EjAbqrtmo.hr.vtt (453.00 B)
14. One Head 2-64EjAbqrtmo.it.vtt (504.00 B)
14. One Head 2-64EjAbqrtmo.ja.vtt (417.00 B)
14. One Head 2-64EjAbqrtmo.mp4 (1.04 MB)
14. One Head 2-64EjAbqrtmo.pt-BR.vtt (547.00 B)
14. One Head 2-64EjAbqrtmo.th.vtt (1015.00 B)
14. One Head 2-64EjAbqrtmo.zh-CN.vtt (423.00 B)
14. One Head 2-JHx3ucNS9f4.ar.vtt (445.00 B)
14. One Head 2-JHx3ucNS9f4.en.vtt (342.00 B)
14. One Head 2-JHx3ucNS9f4.es-ES.vtt (393.00 B)
14. One Head 2-JHx3ucNS9f4.hr.vtt (312.00 B)
14. One Head 2-JHx3ucNS9f4.it.vtt (375.00 B)
14. One Head 2-JHx3ucNS9f4.ja.vtt (357.00 B)
14. One Head 2-JHx3ucNS9f4.mp4 (2.26 MB)
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt (354.00 B)
14. One Head 2-JHx3ucNS9f4.th.vtt (677.00 B)
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt (323.00 B)
14. One Head 2.html (10.37 KB)
15. One Of Three 1-bDCXSxkochE.ar.vtt (1.50 KB)
15. One Of Three 1-bDCXSxkochE.en.vtt (1.15 KB)
15. One Of Three 1-bDCXSxkochE.es-ES.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.hr.vtt (1.12 KB)
15. One Of Three 1-bDCXSxkochE.it.vtt (1.17 KB)
15. One Of Three 1-bDCXSxkochE.ja.vtt (1.13 KB)
15. One Of Three 1-bDCXSxkochE.mp4 (9.02 MB)
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt (1.35 KB)
15. One Of Three 1-bDCXSxkochE.th.vtt (2.73 KB)
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt (964.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt (411.00 B)
15. One Of Three 1-rxfHfjy9Mm4.en.vtt (307.00 B)
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt (318.00 B)
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt (305.00 B)
15. One Of Three 1-rxfHfjy9Mm4.it.vtt (315.00 B)
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt (301.00 B)
15. One Of Three 1-rxfHfjy9Mm4.mp4 (2.08 MB)
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt (335.00 B)
15. One Of Three 1-rxfHfjy9Mm4.th.vtt (772.00 B)
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt (280.00 B)
15. One Of Three 1.html (9.58 KB)
16. One Of Three 2-27Ed1GI4j84.ar.vtt (1.26 KB)
16. One Of Three 2-27Ed1GI4j84.en.vtt (964.00 B)
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt (967.00 B)
16. One Of Three 2-27Ed1GI4j84.hr.vtt (925.00 B)
16. One Of Three 2-27Ed1GI4j84.it.vtt (969.00 B)
16. One Of Three 2-27Ed1GI4j84.ja.vtt (949.00 B)
16. One Of Three 2-27Ed1GI4j84.mp4 (11.22 MB)
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt (1.29 KB)
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt (908.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt (1.22 KB)
16. One Of Three 2-gGgqTGZ9TKg.en.vtt (997.00 B)
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt (971.00 B)
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt (956.00 B)
16. One Of Three 2-gGgqTGZ9TKg.it.vtt (994.00 B)
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt (952.00 B)
16. One Of Three 2-gGgqTGZ9TKg.mp4 (5.49 MB)
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt (1.01 KB)
16. One Of Three 2-gGgqTGZ9TKg.th.vtt (2.00 KB)
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt (912.00 B)
16. One Of Three 2.html (9.46 KB)
17. Even Roll-DrnAR4SqlEE.ar.vtt (1.05 KB)
17. Even Roll-DrnAR4SqlEE.en.vtt (826.00 B)
17. Even Roll-DrnAR4SqlEE.es-ES.vtt (850.00 B)
17. Even Roll-DrnAR4SqlEE.hr.vtt (792.00 B)
17. Even Roll-DrnAR4SqlEE.it.vtt (866.00 B)
17. Even Roll-DrnAR4SqlEE.ja.vtt (872.00 B)
17. Even Roll-DrnAR4SqlEE.mp4 (5.70 MB)
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt (914.00 B)
17. Even Roll-DrnAR4SqlEE.th.vtt (1.69 KB)
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt (676.00 B)
17. Even Roll-M3L0a5V4Nf0.ar.vtt (684.00 B)
17. Even Roll-M3L0a5V4Nf0.en.vtt (558.00 B)
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt (611.00 B)
17. Even Roll-M3L0a5V4Nf0.hr.vtt (517.00 B)
17. Even Roll-M3L0a5V4Nf0.it.vtt (571.00 B)
17. Even Roll-M3L0a5V4Nf0.ja.vtt (596.00 B)
17. Even Roll-M3L0a5V4Nf0.mp4 (3.94 MB)
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt (597.00 B)
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt (538.00 B)
17. Even Roll.html (9.51 KB)
18. Doubles-On_Guw8wac8.ar.vtt (765.00 B)
18. Doubles-On_Guw8wac8.en.vtt (569.00 B)
18. Doubles-On_Guw8wac8.es-ES.vtt (608.00 B)
18. Doubles-On_Guw8wac8.hr.vtt (565.00 B)
18. Doubles-On_Guw8wac8.it.vtt (625.00 B)
18. Doubles-On_Guw8wac8.ja.vtt (594.00 B)
18. Doubles-On_Guw8wac8.mp4 (3.65 MB)
18. Doubles-On_Guw8wac8.pt-BR.vtt (598.00 B)
18. Doubles-On_Guw8wac8.th.vtt (1.04 KB)
18. Doubles-On_Guw8wac8.zh-CN.vtt (497.00 B)
18. Doubles-fkUyTJNbdzU.ar.vtt (1.97 KB)
18. Doubles-fkUyTJNbdzU.en.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.es-ES.vtt (1.45 KB)
18. Doubles-fkUyTJNbdzU.hr.vtt (1.36 KB)
18. Doubles-fkUyTJNbdzU.it.vtt (1.42 KB)
18. Doubles-fkUyTJNbdzU.ja.vtt (1.39 KB)
18. Doubles-fkUyTJNbdzU.mp4 (11.26 MB)
18. Doubles-fkUyTJNbdzU.pt-BR.vtt (1.53 KB)
18. Doubles-fkUyTJNbdzU.th.vtt (2.56 KB)
18. Doubles-fkUyTJNbdzU.zh-CN.vtt (1.32 KB)
18. Doubles.html (9.42 KB)
19. Probability Conclusion-dsVKoXymYDU.ar.vtt (2.00 KB)
19. Probability Conclusion-dsVKoXymYDU.en.vtt (1.50 KB)
19. Probability Conclusion-dsVKoXymYDU.mp4 (5.26 MB)
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt (1.70 KB)
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt (1.29 KB)
19. Probability Conclusion.html (7.27 KB)
20. Text Recap + Next Steps.html (8.52 KB)
index.html (5.34 KB)

img (16 files)

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Part 06-Module 01-Lesson 05_Binomial Distribution (233 files)

01. Binomial-3koDdc9r73E.ar.vtt (1.09 KB)
01. Binomial-3koDdc9r73E.en.vtt (839.00 B)
01. Binomial-3koDdc9r73E.es-ES.vtt (885.00 B)
01. Binomial-3koDdc9r73E.ja.vtt (835.00 B)
01. Binomial-3koDdc9r73E.mp4 (4.90 MB)
01. Binomial-3koDdc9r73E.pt-BR.vtt (864.00 B)
01. Binomial-3koDdc9r73E.zh-CN.vtt (785.00 B)
01. Binomial-x1yamZeOMPY.ar.vtt (493.00 B)
01. Binomial-x1yamZeOMPY.en.vtt (339.00 B)
01. Binomial-x1yamZeOMPY.es-ES.vtt (356.00 B)
01. Binomial-x1yamZeOMPY.ja.vtt (326.00 B)
01. Binomial-x1yamZeOMPY.mp4 (1.93 MB)
01. Binomial-x1yamZeOMPY.pt-BR.vtt (362.00 B)
01. Binomial-x1yamZeOMPY.zh-CN.vtt (302.00 B)
01. Binomial.html (8.51 KB)
02. Heads Tails-iyX0-eXStbw.ar.vtt (472.00 B)
02. Heads Tails-iyX0-eXStbw.en.vtt (341.00 B)
02. Heads Tails-iyX0-eXStbw.es-ES.vtt (357.00 B)
02. Heads Tails-iyX0-eXStbw.ja.vtt (300.00 B)
02. Heads Tails-iyX0-eXStbw.mp4 (1.08 MB)
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt (375.00 B)
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt (290.00 B)
02. Heads Tails-yo55zJtJQwo.ar.vtt (141.00 B)
02. Heads Tails-yo55zJtJQwo.en.vtt (118.00 B)
02. Heads Tails-yo55zJtJQwo.es-ES.vtt (125.00 B)
02. Heads Tails-yo55zJtJQwo.ja.vtt (139.00 B)
02. Heads Tails-yo55zJtJQwo.mp4 (1.03 MB)
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt (158.00 B)
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt (117.00 B)
02. Heads Tails.html (8.56 KB)
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt (250.00 B)
03. Heads Tails 2-S87Z5DgPJeo.en.vtt (214.00 B)
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt (233.00 B)
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt (243.00 B)
03. Heads Tails 2-S87Z5DgPJeo.mp4 (1.44 MB)
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt (249.00 B)
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt (208.00 B)
03. Heads Tails 2-vLhdJtXx060.ar.vtt (339.00 B)
03. Heads Tails 2-vLhdJtXx060.en.vtt (244.00 B)
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt (239.00 B)
03. Heads Tails 2-vLhdJtXx060.ja.vtt (248.00 B)
03. Heads Tails 2-vLhdJtXx060.mp4 (1.60 MB)
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt (291.00 B)
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt (227.00 B)
03. Heads Tails 2.html (8.60 KB)
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt (364.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt (256.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt (281.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt (254.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4 (1.59 MB)
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt (356.00 B)
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt (239.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt (222.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt (146.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt (160.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt (180.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.mp4 (1.49 MB)
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt (223.00 B)
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt (151.00 B)
04. 5 Flips 1 Head.html (8.62 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt (1.39 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt (1.09 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt (1.06 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4 (7.52 MB)
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt (1.21 KB)
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt (898.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt (319.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt (238.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt (242.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt (247.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4 (1.90 MB)
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt (260.00 B)
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt (183.00 B)
05. 5 Flips 2 Heads.html (8.63 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt (167.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt (122.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt (130.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt (157.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4 (824.92 KB)
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt (160.00 B)
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt (136.00 B)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt (2.52 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt (1.71 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt (1.74 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt (1.61 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4 (11.94 MB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt (1.86 KB)
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt (1.50 KB)
06. 5 Flips 3 Heads.html (8.64 KB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt (342.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt (256.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt (251.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt (304.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4 (3.37 MB)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt (383.00 B)
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt (215.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt (1.14 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt (908.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt (900.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt (923.00 B)
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4 (9.25 MB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt (1.24 KB)
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt (818.00 B)
07. 10 Flips 5 Heads.html (8.65 KB)
08. Formula-DTdS-LlMTQ0.ar.vtt (1.26 KB)
08. Formula-DTdS-LlMTQ0.en.vtt (931.00 B)
08. Formula-DTdS-LlMTQ0.es-ES.vtt (948.00 B)
08. Formula-DTdS-LlMTQ0.ja.vtt (984.00 B)
08. Formula-DTdS-LlMTQ0.mp4 (10.75 MB)
08. Formula-DTdS-LlMTQ0.pt-BR.vtt (1.19 KB)
08. Formula-DTdS-LlMTQ0.zh-CN.vtt (695.00 B)
08. Formula-yTr8zCHdo5M.ar.vtt (334.00 B)
08. Formula-yTr8zCHdo5M.en.vtt (240.00 B)
08. Formula-yTr8zCHdo5M.es-ES.vtt (236.00 B)
08. Formula-yTr8zCHdo5M.ja.vtt (217.00 B)
08. Formula-yTr8zCHdo5M.mp4 (1.28 MB)
08. Formula-yTr8zCHdo5M.pt-BR.vtt (249.00 B)
08. Formula-yTr8zCHdo5M.zh-CN.vtt (215.00 B)
08. Formula.html (9.13 KB)
09. Arrangements-GeINbOOYkF8.ar.vtt (2.27 KB)
09. Arrangements-GeINbOOYkF8.en.vtt (1.63 KB)
09. Arrangements-GeINbOOYkF8.es-ES.vtt (1.69 KB)
09. Arrangements-GeINbOOYkF8.ja.vtt (1.70 KB)
09. Arrangements-GeINbOOYkF8.mp4 (15.95 MB)
09. Arrangements-GeINbOOYkF8.pt-BR.vtt (1.92 KB)
09. Arrangements-GeINbOOYkF8.zh-CN.vtt (1.28 KB)
09. Arrangements-NRPcnpmFCg8.ar.vtt (656.00 B)
09. Arrangements-NRPcnpmFCg8.en.vtt (453.00 B)
09. Arrangements-NRPcnpmFCg8.es-ES.vtt (493.00 B)
09. Arrangements-NRPcnpmFCg8.ja.vtt (473.00 B)
09. Arrangements-NRPcnpmFCg8.mp4 (2.07 MB)
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt (599.00 B)
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt (364.00 B)
09. Arrangements.html (8.58 KB)
10. Binomial 1-07vOaYwecII.ar.vtt (1.05 KB)
10. Binomial 1-07vOaYwecII.en.vtt (856.00 B)
10. Binomial 1-07vOaYwecII.es-ES.vtt (870.00 B)
10. Binomial 1-07vOaYwecII.ja.vtt (828.00 B)
10. Binomial 1-07vOaYwecII.mp4 (6.26 MB)
10. Binomial 1-07vOaYwecII.pt-BR.vtt (974.00 B)
10. Binomial 1-07vOaYwecII.zh-CN.vtt (689.00 B)
10. Binomial 1-RBfFHxEjsIU.ar.vtt (533.00 B)
10. Binomial 1-RBfFHxEjsIU.en.vtt (399.00 B)
10. Binomial 1-RBfFHxEjsIU.es-ES.vtt (424.00 B)
10. Binomial 1-RBfFHxEjsIU.ja.vtt (301.00 B)
10. Binomial 1-RBfFHxEjsIU.mp4 (2.43 MB)
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt (427.00 B)
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt (389.00 B)
10. Binomial 1.html (8.71 KB)
11. Binomial 2-Uy7b3aMPnEY.ar.vtt (202.00 B)
11. Binomial 2-Uy7b3aMPnEY.en.vtt (165.00 B)
11. Binomial 2-Uy7b3aMPnEY.es-ES.vtt (170.00 B)
11. Binomial 2-Uy7b3aMPnEY.ja.vtt (190.00 B)
11. Binomial 2-Uy7b3aMPnEY.mp4 (1.86 MB)
11. Binomial 2-Uy7b3aMPnEY.pt-BR.vtt (284.00 B)
11. Binomial 2-Uy7b3aMPnEY.zh-CN.vtt (150.00 B)
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11. Binomial 2-d4LWnxyvrTQ.mp4 (1.06 MB)
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11. Binomial 2.html (8.72 KB)
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt (819.00 B)
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12. Binomial 3-Jp2xJOtNQZ0.mp4 (4.67 MB)
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12. Binomial 3-YIELbuet-ZE.pt-BR.vtt (1.46 KB)
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13. Binomial 4-lPrKmvckG4E.mp4 (2.95 MB)
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt (1.48 KB)
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13. Binomial 4-mvJUNYfHngY.ar.vtt (654.00 B)
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13. Binomial 4-mvJUNYfHngY.es-ES.vtt (502.00 B)
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13. Binomial 4-mvJUNYfHngY.mp4 (2.75 MB)
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt (500.00 B)
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt (321.00 B)
13. Binomial 4.html (8.54 KB)
14. Binomial 5-8jcCGD986jk.ar.vtt (396.00 B)
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14. Binomial 5-yof0QiP2mzk.pt-BR.vtt (254.00 B)
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14. Binomial 5.html (8.54 KB)
15. Binomial 6-CQHRYIU6v9Q.ar.vtt (473.00 B)
15. Binomial 6-CQHRYIU6v9Q.en.vtt (340.00 B)
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15. Binomial 6-n_OrWrZ8tKY.ar.vtt (706.00 B)
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15. Binomial 6-n_OrWrZ8tKY.mp4 (4.45 MB)
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt (691.00 B)
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt (439.00 B)
15. Binomial 6.html (8.55 KB)
16. Binomial Conclusion.html (7.01 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt (3.89 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt (2.92 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4 (10.23 MB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt (3.26 KB)
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt (2.43 KB)
17. Text Recap + Next Steps.html (8.35 KB)
index.html (5.13 KB)

img (15 files)

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Part 06-Module 01-Lesson 06_Conditional Probability (255 files)

01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt (2.30 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt (1.73 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4 (6.54 MB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt (1.88 KB)
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt (1.53 KB)
01. Introduction to Conditional Probability.html (7.13 KB)
02. Medical Example 1-E1ph6NP3_v4.ar.vtt (132.00 B)
02. Medical Example 1-E1ph6NP3_v4.en.vtt (119.00 B)
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02. Medical Example 1-E1ph6NP3_v4.it.vtt (138.00 B)
02. Medical Example 1-E1ph6NP3_v4.ja.vtt (141.00 B)
02. Medical Example 1-E1ph6NP3_v4.mp4 (747.17 KB)
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt (146.00 B)
02. Medical Example 1-E1ph6NP3_v4.th.vtt (164.00 B)
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt (118.00 B)
02. Medical Example 1-mFfbts1lAEo.ar.vtt (558.00 B)
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02. Medical Example 1-mFfbts1lAEo.mp4 (2.69 MB)
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt (498.00 B)
02. Medical Example 1-mFfbts1lAEo.th.vtt (813.00 B)
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt (341.00 B)
02. Medical Example 1.html (9.12 KB)
03. Medical Example 2-FV_hc3MzS_8.ar.vtt (3.86 KB)
03. Medical Example 2-FV_hc3MzS_8.en.vtt (2.84 KB)
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt (2.99 KB)
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03. Medical Example 2-FV_hc3MzS_8.ja.vtt (2.73 KB)
03. Medical Example 2-FV_hc3MzS_8.mp4 (22.05 MB)
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt (3.16 KB)
03. Medical Example 2-FV_hc3MzS_8.th.vtt (5.40 KB)
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt (2.42 KB)
03. Medical Example 2-VLLG0rYC7To.ar.vtt (491.00 B)
03. Medical Example 2-VLLG0rYC7To.en.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt (406.00 B)
03. Medical Example 2-VLLG0rYC7To.it.vtt (409.00 B)
03. Medical Example 2-VLLG0rYC7To.ja.vtt (373.00 B)
03. Medical Example 2-VLLG0rYC7To.mp4 (2.49 MB)
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt (444.00 B)
03. Medical Example 2-VLLG0rYC7To.th.vtt (634.00 B)
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt (351.00 B)
03. Medical Example 2.html (9.14 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt (1.21 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt (953.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt (1003.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt (1010.00 B)
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt (1.05 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.mp4 (6.61 MB)
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt (1.16 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt (1.81 KB)
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt (785.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt (336.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt (279.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt (301.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt (289.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt (262.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.mp4 (2.10 MB)
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt (410.00 B)
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt (212.00 B)
04. Medical Example 3.html (9.03 KB)
05. Medical Example 4-pL8Bf6tck_A.ar.vtt (405.00 B)
05. Medical Example 4-pL8Bf6tck_A.en.vtt (310.00 B)
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt (332.00 B)
05. Medical Example 4-pL8Bf6tck_A.it.vtt (308.00 B)
05. Medical Example 4-pL8Bf6tck_A.ja.vtt (305.00 B)
05. Medical Example 4-pL8Bf6tck_A.mp4 (1.69 MB)
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt (360.00 B)
05. Medical Example 4-pL8Bf6tck_A.th.vtt (541.00 B)
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt (277.00 B)
05. Medical Example 4-udduksMWMB4.ar.vtt (518.00 B)
05. Medical Example 4-udduksMWMB4.en.vtt (354.00 B)
05. Medical Example 4-udduksMWMB4.es-ES.vtt (360.00 B)
05. Medical Example 4-udduksMWMB4.it.vtt (359.00 B)
05. Medical Example 4-udduksMWMB4.ja.vtt (331.00 B)
05. Medical Example 4-udduksMWMB4.mp4 (2.29 MB)
05. Medical Example 4-udduksMWMB4.pt-BR.vtt (396.00 B)
05. Medical Example 4-udduksMWMB4.th.vtt (657.00 B)
05. Medical Example 4-udduksMWMB4.zh-CN.vtt (303.00 B)
05. Medical Example 4.html (9.14 KB)
06. Medical Example 5-fqt7NIvMB0s.ar.vtt (153.00 B)
06. Medical Example 5-fqt7NIvMB0s.en.vtt (128.00 B)
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt (142.00 B)
06. Medical Example 5-fqt7NIvMB0s.it.vtt (127.00 B)
06. Medical Example 5-fqt7NIvMB0s.ja.vtt (138.00 B)
06. Medical Example 5-fqt7NIvMB0s.mp4 (528.90 KB)
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt (169.00 B)
06. Medical Example 5-fqt7NIvMB0s.th.vtt (204.00 B)
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt (123.00 B)
06. Medical Example 5-ys9w-NNKCcU.ar.vtt (436.00 B)
06. Medical Example 5-ys9w-NNKCcU.en.vtt (349.00 B)
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt (358.00 B)
06. Medical Example 5-ys9w-NNKCcU.it.vtt (341.00 B)
06. Medical Example 5-ys9w-NNKCcU.ja.vtt (315.00 B)
06. Medical Example 5-ys9w-NNKCcU.mp4 (2.36 MB)
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt (393.00 B)
06. Medical Example 5-ys9w-NNKCcU.th.vtt (723.00 B)
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt (275.00 B)
06. Medical Example 5.html (9.14 KB)
07. Medical Example 6–lC9xztr4zA.ar.vtt (473.00 B)
07. Medical Example 6–lC9xztr4zA.en.vtt (433.00 B)
07. Medical Example 6–lC9xztr4zA.es-ES.vtt (426.00 B)
07. Medical Example 6–lC9xztr4zA.it.vtt (414.00 B)
07. Medical Example 6–lC9xztr4zA.ja.vtt (264.00 B)
07. Medical Example 6–lC9xztr4zA.mp4 (1.68 MB)
07. Medical Example 6–lC9xztr4zA.pt-BR.vtt (339.00 B)
07. Medical Example 6–lC9xztr4zA.th.vtt (604.00 B)
07. Medical Example 6–lC9xztr4zA.zh-CN.vtt (376.00 B)
07. Medical Example 6-iyE5h48qPFQ.ar.vtt (191.00 B)
07. Medical Example 6-iyE5h48qPFQ.en.vtt (169.00 B)
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt (166.00 B)
07. Medical Example 6-iyE5h48qPFQ.it.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.ja.vtt (141.00 B)
07. Medical Example 6-iyE5h48qPFQ.mp4 (639.69 KB)
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt (164.00 B)
07. Medical Example 6-iyE5h48qPFQ.th.vtt (305.00 B)
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt (163.00 B)
07. Medical Example 6.html (9.14 KB)
08. Medical Example 7-cw_zgQbAWNU.ar.vtt (238.00 B)
08. Medical Example 7-cw_zgQbAWNU.en.vtt (167.00 B)
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt (174.00 B)
08. Medical Example 7-cw_zgQbAWNU.it.vtt (171.00 B)
08. Medical Example 7-cw_zgQbAWNU.ja.vtt (187.00 B)
08. Medical Example 7-cw_zgQbAWNU.mp4 (803.67 KB)
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt (183.00 B)
08. Medical Example 7-cw_zgQbAWNU.th.vtt (228.00 B)
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt (152.00 B)
08. Medical Example 7-jPspIs-fNxg.ar.vtt (399.00 B)
08. Medical Example 7-jPspIs-fNxg.en.vtt (325.00 B)
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt (350.00 B)
08. Medical Example 7-jPspIs-fNxg.it.vtt (314.00 B)
08. Medical Example 7-jPspIs-fNxg.ja.vtt (260.00 B)
08. Medical Example 7-jPspIs-fNxg.mp4 (1.29 MB)
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt (293.00 B)
08. Medical Example 7-jPspIs-fNxg.th.vtt (548.00 B)
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt (304.00 B)
08. Medical Example 7.html (9.35 KB)
09. Medical Example 8-7k5oAaZamCA.ar.vtt (516.00 B)
09. Medical Example 8-7k5oAaZamCA.en.vtt (416.00 B)
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt (425.00 B)
09. Medical Example 8-7k5oAaZamCA.it.vtt (433.00 B)
09. Medical Example 8-7k5oAaZamCA.ja.vtt (390.00 B)
09. Medical Example 8-7k5oAaZamCA.mp4 (2.04 MB)
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt (397.00 B)
09. Medical Example 8-7k5oAaZamCA.th.vtt (777.00 B)
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt (380.00 B)
09. Medical Example 8-btGdX0ZpkNU.ar.vtt (899.00 B)
09. Medical Example 8-btGdX0ZpkNU.en.vtt (704.00 B)
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt (728.00 B)
09. Medical Example 8-btGdX0ZpkNU.it.vtt (764.00 B)
09. Medical Example 8-btGdX0ZpkNU.ja.vtt (608.00 B)
09. Medical Example 8-btGdX0ZpkNU.mp4 (3.50 MB)
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt (589.00 B)
09. Medical Example 8-btGdX0ZpkNU.th.vtt (1.17 KB)
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt (629.00 B)
09. Medical Example 8.html (9.35 KB)
10. Total Probability-YSYpzFR4k1I.ar.vtt (2.48 KB)
10. Total Probability-YSYpzFR4k1I.en.vtt (1.90 KB)
10. Total Probability-YSYpzFR4k1I.es-ES.vtt (1.98 KB)
10. Total Probability-YSYpzFR4k1I.it.vtt (1.99 KB)
10. Total Probability-YSYpzFR4k1I.ja.vtt (1.59 KB)
10. Total Probability-YSYpzFR4k1I.mp4 (11.54 MB)
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt (1.80 KB)
10. Total Probability-YSYpzFR4k1I.th.vtt (3.38 KB)
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt (1.75 KB)
10. Total Probability.html (7.39 KB)
11. Two Coins 1-QIQBb4nLsHc.ar.vtt (847.00 B)
11. Two Coins 1-QIQBb4nLsHc.en.vtt (655.00 B)
11. Two Coins 1-QIQBb4nLsHc.es-ES.vtt (729.00 B)
11. Two Coins 1-QIQBb4nLsHc.it.vtt (702.00 B)
11. Two Coins 1-QIQBb4nLsHc.ja.vtt (717.00 B)
11. Two Coins 1-QIQBb4nLsHc.mp4 (4.61 MB)
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt (688.00 B)
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11. Two Coins 1-QIQBb4nLsHc.zh-CN.vtt (616.00 B)
11. Two Coins 1-SYnYIjLpbjE.ar.vtt (286.00 B)
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11. Two Coins 1-SYnYIjLpbjE.mp4 (1.42 MB)
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt (285.00 B)
11. Two Coins 1-SYnYIjLpbjE.th.vtt (415.00 B)
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11. Two Coins 1.html (9.30 KB)
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt (2.12 KB)
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12. Two Coins 2-hoVOT8qcQ7c.it.vtt (1.76 KB)
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt (1.68 KB)
12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt (1.53 KB)
12. Two Coins 2-hoVOT8qcQ7c.th.vtt (3.25 KB)
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12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)
12. Two Coins 2-tI0J14yQr1s.en.vtt (798.00 B)
12. Two Coins 2-tI0J14yQr1s.es-ES.vtt (837.00 B)
12. Two Coins 2-tI0J14yQr1s.it.vtt (832.00 B)
12. Two Coins 2-tI0J14yQr1s.ja.vtt (819.00 B)
12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)
12. Two Coins 2-tI0J14yQr1s.th.vtt (1.64 KB)
12. Two Coins 2-tI0J14yQr1s.zh-CN.vtt (713.00 B)
12. Two Coins 2.html (9.21 KB)
13. Two Coins 3-GO6kbL3QRBE.ar.vtt (1.45 KB)
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13. Two Coins 3-GO6kbL3QRBE.mp4 (5.36 MB)
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt (1002.00 B)
13. Two Coins 3-GO6kbL3QRBE.th.vtt (1.84 KB)
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt (1004.00 B)
13. Two Coins 3-JIWv5fU3GLA.ar.vtt (2.47 KB)
13. Two Coins 3-JIWv5fU3GLA.en.vtt (2.02 KB)
13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt (2.10 KB)
13. Two Coins 3-JIWv5fU3GLA.it.vtt (2.11 KB)
13. Two Coins 3-JIWv5fU3GLA.ja.vtt (1.85 KB)
13. Two Coins 3-JIWv5fU3GLA.mp4 (12.85 MB)
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt (1.83 KB)
13. Two Coins 3-JIWv5fU3GLA.th.vtt (3.52 KB)
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt (1.79 KB)
13. Two Coins 3.html (9.25 KB)
14. Two Coins 4-9R44IyZ-aQI.ar.vtt (1.69 KB)
14. Two Coins 4-9R44IyZ-aQI.en.vtt (1.35 KB)
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt (1.34 KB)
14. Two Coins 4-9R44IyZ-aQI.it.vtt (1.38 KB)
14. Two Coins 4-9R44IyZ-aQI.ja.vtt (1.10 KB)
14. Two Coins 4-9R44IyZ-aQI.mp4 (8.19 MB)
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt (1.17 KB)
14. Two Coins 4-9R44IyZ-aQI.th.vtt (2.20 KB)
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt (1.27 KB)
14. Two Coins 4-cDub-OOrIRE.ar.vtt (1.01 KB)
14. Two Coins 4-cDub-OOrIRE.en.vtt (789.00 B)
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt (845.00 B)
14. Two Coins 4-cDub-OOrIRE.it.vtt (837.00 B)
14. Two Coins 4-cDub-OOrIRE.ja.vtt (805.00 B)
14. Two Coins 4-cDub-OOrIRE.mp4 (4.81 MB)
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt (761.00 B)
14. Two Coins 4-cDub-OOrIRE.th.vtt (1.37 KB)
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt (752.00 B)
14. Two Coins 4.html (9.28 KB)
15. Summary-yepMH9VswI8.ar.vtt (3.47 KB)
15. Summary-yepMH9VswI8.en.vtt (2.66 KB)
15. Summary-yepMH9VswI8.es-ES.vtt (2.84 KB)
15. Summary-yepMH9VswI8.it.vtt (2.87 KB)
15. Summary-yepMH9VswI8.ja.vtt (2.36 KB)
15. Summary-yepMH9VswI8.mp4 (15.78 MB)
15. Summary-yepMH9VswI8.pt-BR.vtt (2.44 KB)
15. Summary-yepMH9VswI8.th.vtt (4.60 KB)
15. Summary-yepMH9VswI8.zh-CN.vtt (2.43 KB)
15. Summary.html (7.26 KB)
16. Text Summary.html (7.64 KB)
index.html (5.18 KB)

img (12 files)

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Part 06-Module 01-Lesson 07_Bayes Rule (503 files)

01. Bayes Rule.html (9.42 KB)
01. Bayes Rules-CohZnkZMOxE.ar.vtt (896.00 B)
01. Bayes Rules-CohZnkZMOxE.en.vtt (714.00 B)
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt (746.00 B)
01. Bayes Rules-CohZnkZMOxE.it.vtt (767.00 B)
01. Bayes Rules-CohZnkZMOxE.ja.vtt (902.00 B)
01. Bayes Rules-CohZnkZMOxE.mp4 (3.79 MB)
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt (695.00 B)
01. Bayes Rules-CohZnkZMOxE.th.vtt (1.00 KB)
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt (633.00 B)
02. Cancer Test-CNpSrdnYvbo.ar.vtt (4.48 KB)
02. Cancer Test-CNpSrdnYvbo.en.vtt (3.25 KB)
02. Cancer Test-CNpSrdnYvbo.es-ES.vtt (3.44 KB)
02. Cancer Test-CNpSrdnYvbo.it.vtt (3.45 KB)
02. Cancer Test-CNpSrdnYvbo.ja.vtt (3.28 KB)
02. Cancer Test-CNpSrdnYvbo.mp4 (18.01 MB)
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt (3.05 KB)
02. Cancer Test-CNpSrdnYvbo.th.vtt (5.13 KB)
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt (3.06 KB)
02. Cancer Test-FnNveASivMA.ar.vtt (1.32 KB)
02. Cancer Test-FnNveASivMA.en.vtt (1.05 KB)
02. Cancer Test-FnNveASivMA.es-ES.vtt (1.07 KB)
02. Cancer Test-FnNveASivMA.it.vtt (1.08 KB)
02. Cancer Test-FnNveASivMA.ja.vtt (1018.00 B)
02. Cancer Test-FnNveASivMA.mp4 (2.08 MB)
02. Cancer Test-FnNveASivMA.pt-BR.vtt (1014.00 B)
02. Cancer Test-FnNveASivMA.th.vtt (1.94 KB)
02. Cancer Test-FnNveASivMA.zh-CN.vtt (978.00 B)
02. Cancer Test.html (11.95 KB)
03. Prior And Posterior-GlmS_jox08s.ar.vtt (509.00 B)
03. Prior And Posterior-GlmS_jox08s.en.vtt (351.00 B)
03. Prior And Posterior-GlmS_jox08s.es-ES.vtt (337.00 B)
03. Prior And Posterior-GlmS_jox08s.it.vtt (338.00 B)
03. Prior And Posterior-GlmS_jox08s.ja.vtt (419.00 B)
03. Prior And Posterior-GlmS_jox08s.mp4 (3.75 MB)
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt (433.00 B)
03. Prior And Posterior-GlmS_jox08s.th.vtt (768.00 B)
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt (355.00 B)
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt (4.20 KB)
03. Prior And Posterior-o2Tpws5C2Eg.en.vtt (3.28 KB)
03. Prior And Posterior-o2Tpws5C2Eg.es-ES.vtt (3.41 KB)
03. Prior And Posterior-o2Tpws5C2Eg.it.vtt (3.47 KB)
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt (2.86 KB)
03. Prior And Posterior-o2Tpws5C2Eg.mp4 (14.97 MB)
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt (3.24 KB)
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt (5.61 KB)
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt (2.99 KB)
03. Prior And Posterior.html (11.59 KB)
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt (562.00 B)
04. Normalizing 1-5Tbd3_a5Vug.en.vtt (424.00 B)
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt (455.00 B)
04. Normalizing 1-5Tbd3_a5Vug.it.vtt (452.00 B)
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt (374.00 B)
04. Normalizing 1-5Tbd3_a5Vug.mp4 (2.92 MB)
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt (495.00 B)
04. Normalizing 1-5Tbd3_a5Vug.th.vtt (653.00 B)
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt (369.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt (459.00 B)
04. Normalizing 1-9SbUxcyDTaQ.en.vtt (336.00 B)
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt (348.00 B)
04. Normalizing 1-9SbUxcyDTaQ.it.vtt (372.00 B)
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt (353.00 B)
04. Normalizing 1-9SbUxcyDTaQ.mp4 (2.23 MB)
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt (418.00 B)
04. Normalizing 1-9SbUxcyDTaQ.th.vtt (700.00 B)
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt (303.00 B)
04. Normalizing 1.html (11.16 KB)
05. Normalizing 2–pOzdj6pnbA.ar.vtt (95.00 B)
05. Normalizing 2–pOzdj6pnbA.en.vtt (89.00 B)
05. Normalizing 2–pOzdj6pnbA.es-ES.vtt (109.00 B)
05. Normalizing 2–pOzdj6pnbA.it.vtt (90.00 B)
05. Normalizing 2–pOzdj6pnbA.ja.vtt (91.00 B)
05. Normalizing 2–pOzdj6pnbA.mp4 (671.97 KB)
05. Normalizing 2–pOzdj6pnbA.pt-BR.vtt (92.00 B)
05. Normalizing 2–pOzdj6pnbA.th.vtt (108.00 B)
05. Normalizing 2–pOzdj6pnbA.zh-CN.vtt (87.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt (903.00 B)
05. Normalizing 2-WYA5Zbf8HC4.en.vtt (646.00 B)
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt (681.00 B)
05. Normalizing 2-WYA5Zbf8HC4.it.vtt (712.00 B)
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt (618.00 B)
05. Normalizing 2-WYA5Zbf8HC4.mp4 (4.26 MB)
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt (769.00 B)
05. Normalizing 2-WYA5Zbf8HC4.th.vtt (1.09 KB)
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt (553.00 B)
05. Normalizing 2.html (11.17 KB)
06. Normalizing 3-V96RcbbVP7Q.ar.vtt (283.00 B)
06. Normalizing 3-V96RcbbVP7Q.en.vtt (219.00 B)
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt (234.00 B)
06. Normalizing 3-V96RcbbVP7Q.it.vtt (231.00 B)
06. Normalizing 3-V96RcbbVP7Q.ja.vtt (199.00 B)
06. Normalizing 3-V96RcbbVP7Q.mp4 (1.22 MB)
06. Normalizing 3-V96RcbbVP7Q.pt-BR.vtt (253.00 B)
06. Normalizing 3-V96RcbbVP7Q.th.vtt (339.00 B)
06. Normalizing 3-V96RcbbVP7Q.zh-CN.vtt (198.00 B)
06. Normalizing 3-etrUbOAoh1U.ar.vtt (110.00 B)
06. Normalizing 3-etrUbOAoh1U.en.vtt (103.00 B)
06. Normalizing 3-etrUbOAoh1U.es-ES.vtt (109.00 B)
06. Normalizing 3-etrUbOAoh1U.it.vtt (96.00 B)
06. Normalizing 3-etrUbOAoh1U.ja.vtt (94.00 B)
06. Normalizing 3-etrUbOAoh1U.mp4 (650.53 KB)
06. Normalizing 3-etrUbOAoh1U.pt-BR.vtt (108.00 B)
06. Normalizing 3-etrUbOAoh1U.th.vtt (135.00 B)
06. Normalizing 3-etrUbOAoh1U.zh-CN.vtt (90.00 B)
06. Normalizing 3.html (11.17 KB)
07. Total Probability-_hXCgF-aMB0.ar.vtt (176.00 B)
07. Total Probability-_hXCgF-aMB0.en.vtt (140.00 B)
07. Total Probability-_hXCgF-aMB0.es-ES.vtt (143.00 B)
07. Total Probability-_hXCgF-aMB0.it.vtt (129.00 B)
07. Total Probability-_hXCgF-aMB0.ja.vtt (142.00 B)
07. Total Probability-_hXCgF-aMB0.mp4 (672.27 KB)
07. Total Probability-_hXCgF-aMB0.pt-BR.vtt (164.00 B)
07. Total Probability-_hXCgF-aMB0.th.vtt (240.00 B)
07. Total Probability-_hXCgF-aMB0.zh-CN.vtt (127.00 B)
07. Total Probability-fAaE5K9OZJc.ar.vtt (404.00 B)
07. Total Probability-fAaE5K9OZJc.en.vtt (313.00 B)
07. Total Probability-fAaE5K9OZJc.es-ES.vtt (333.00 B)
07. Total Probability-fAaE5K9OZJc.it.vtt (324.00 B)
07. Total Probability-fAaE5K9OZJc.ja.vtt (345.00 B)
07. Total Probability-fAaE5K9OZJc.mp4 (2.08 MB)
07. Total Probability-fAaE5K9OZJc.pt-BR.vtt (391.00 B)
07. Total Probability-fAaE5K9OZJc.th.vtt (579.00 B)
07. Total Probability-fAaE5K9OZJc.zh-CN.vtt (297.00 B)
07. Total Probability.html (11.26 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ar.vtt (2.42 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.en.vtt (1.92 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.es-ES.vtt (1.95 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.it.vtt (2.09 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.ja.vtt (1.98 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4 (12.52 MB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.pt-BR.vtt (2.17 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.th.vtt (3.48 KB)
08. Bayes Rule Diagram-b8M9CWxRyQ4.zh-CN.vtt (1.70 KB)
08. Bayes Rule Diagram.html (9.52 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ar.vtt (1.44 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en-GB.vtt (1.93 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.en.vtt (1.14 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.es-ES.vtt (1.18 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.it.vtt (1.21 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.ja.vtt (1.08 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.mp4 (7.38 MB)
09. Equivalent Diagram-aUFWZ2uJuBE.pt-BR.vtt (1.30 KB)
09. Equivalent Diagram-aUFWZ2uJuBE.zh-CN.vtt (1014.00 B)
09. Equivalent Diagram.html (9.81 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.ar.vtt (190.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.en.vtt (152.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.es-ES.vtt (165.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.it.vtt (174.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.ja.vtt (155.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.mp4 (479.60 KB)
10. Cancer Probabilities-7ZLe_JP5wRY.pt-BR.vtt (216.00 B)
10. Cancer Probabilities-7ZLe_JP5wRY.zh-CN.vtt (158.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ar.vtt (615.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en-GB.vtt (868.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.en.vtt (455.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.es-ES.vtt (471.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.it.vtt (456.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.ja.vtt (420.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.mp4 (2.85 MB)
10. Cancer Probabilities-CMQBKuYjPBM.pt-BR.vtt (523.00 B)
10. Cancer Probabilities-CMQBKuYjPBM.zh-CN.vtt (408.00 B)
10. Cancer Probabilities.html (11.80 KB)
11. Probability Given Test-41HCYR-NW-w.ar.vtt (524.00 B)
11. Probability Given Test-41HCYR-NW-w.en.vtt (370.00 B)
11. Probability Given Test-41HCYR-NW-w.es-ES.vtt (412.00 B)
11. Probability Given Test-41HCYR-NW-w.ja.vtt (350.00 B)
11. Probability Given Test-41HCYR-NW-w.mp4 (2.56 MB)
11. Probability Given Test-41HCYR-NW-w.pt-BR.vtt (501.00 B)
11. Probability Given Test-41HCYR-NW-w.zh-CN.vtt (298.00 B)
11. Probability Given Test-omC0zbJyzUY.ar.vtt (1000.00 B)
11. Probability Given Test-omC0zbJyzUY.en.vtt (790.00 B)
11. Probability Given Test-omC0zbJyzUY.es-ES.vtt (757.00 B)
11. Probability Given Test-omC0zbJyzUY.ja.vtt (716.00 B)
11. Probability Given Test-omC0zbJyzUY.mp4 (6.72 MB)
11. Probability Given Test-omC0zbJyzUY.pt-BR.vtt (899.00 B)
11. Probability Given Test-omC0zbJyzUY.zh-CN.vtt (609.00 B)
11. Probability Given Test.html (11.19 KB)
12. Normalizer-G9yQ_URDrDQ.ar.vtt (144.00 B)
12. Normalizer-G9yQ_URDrDQ.en.vtt (129.00 B)
12. Normalizer-G9yQ_URDrDQ.es-ES.vtt (138.00 B)
12. Normalizer-G9yQ_URDrDQ.ja.vtt (132.00 B)
12. Normalizer-G9yQ_URDrDQ.mp4 (603.29 KB)
12. Normalizer-G9yQ_URDrDQ.pt-BR.vtt (125.00 B)
12. Normalizer-G9yQ_URDrDQ.zh-CN.vtt (129.00 B)
12. Normalizer-W5i-gRAvZxs.ar.vtt (163.00 B)
12. Normalizer-W5i-gRAvZxs.en.vtt (136.00 B)
12. Normalizer-W5i-gRAvZxs.es-ES.vtt (140.00 B)
12. Normalizer-W5i-gRAvZxs.ja.vtt (134.00 B)
12. Normalizer-W5i-gRAvZxs.mp4 (754.47 KB)
12. Normalizer-W5i-gRAvZxs.pt-BR.vtt (162.00 B)
12. Normalizer-W5i-gRAvZxs.zh-CN.vtt (123.00 B)
12. Normalizer.html (10.69 KB)
13. Normalizing Probability-V_Gqm42WodI.ar.vtt (481.00 B)
13. Normalizing Probability-V_Gqm42WodI.en.vtt (353.00 B)
13. Normalizing Probability-V_Gqm42WodI.es-ES.vtt (390.00 B)
13. Normalizing Probability-V_Gqm42WodI.ja.vtt (332.00 B)
13. Normalizing Probability-V_Gqm42WodI.mp4 (2.17 MB)
13. Normalizing Probability-V_Gqm42WodI.pt-BR.vtt (440.00 B)
13. Normalizing Probability-V_Gqm42WodI.th.vtt (717.00 B)
13. Normalizing Probability-V_Gqm42WodI.zh-CN.vtt (320.00 B)
13. Normalizing Probability-yYqN9Mf4jqw.ar.vtt (1.59 KB)
13. Normalizing Probability-yYqN9Mf4jqw.en.vtt (1.11 KB)
13. Normalizing Probability-yYqN9Mf4jqw.es-ES.vtt (1.23 KB)
13. Normalizing Probability-yYqN9Mf4jqw.ja.vtt (1.16 KB)
13. Normalizing Probability-yYqN9Mf4jqw.mp4 (9.25 MB)
13. Normalizing Probability-yYqN9Mf4jqw.pt-BR.vtt (1.35 KB)
13. Normalizing Probability-yYqN9Mf4jqw.th.vtt (2.05 KB)
13. Normalizing Probability-yYqN9Mf4jqw.zh-CN.vtt (962.00 B)
13. Normalizing Probability.html (11.65 KB)
14. Disease Test 1-05upwXtARuo.ar.vtt (829.00 B)
14. Disease Test 1-05upwXtARuo.en.vtt (633.00 B)
14. Disease Test 1-05upwXtARuo.es-ES.vtt (679.00 B)
14. Disease Test 1-05upwXtARuo.ja.vtt (621.00 B)
14. Disease Test 1-05upwXtARuo.mp4 (2.81 MB)
14. Disease Test 1-05upwXtARuo.pt-BR.vtt (680.00 B)
14. Disease Test 1-05upwXtARuo.th.vtt (1.16 KB)
14. Disease Test 1-05upwXtARuo.zh-CN.vtt (572.00 B)
14. Disease Test 1-qDGSvvabN18.ar.vtt (963.00 B)
14. Disease Test 1-qDGSvvabN18.en.vtt (734.00 B)
14. Disease Test 1-qDGSvvabN18.es-ES.vtt (682.00 B)
14. Disease Test 1-qDGSvvabN18.ja.vtt (730.00 B)
14. Disease Test 1-qDGSvvabN18.mp4 (3.62 MB)
14. Disease Test 1-qDGSvvabN18.pt-BR.vtt (753.00 B)
14. Disease Test 1-qDGSvvabN18.th.vtt (1.19 KB)
14. Disease Test 1-qDGSvvabN18.zh-CN.vtt (708.00 B)
14. Disease Test 1.html (11.57 KB)
15. Disease Test 2-FQM7i07EqGo.ar.vtt (325.00 B)
15. Disease Test 2-FQM7i07EqGo.en.vtt (268.00 B)
15. Disease Test 2-FQM7i07EqGo.es-ES.vtt (272.00 B)
15. Disease Test 2-FQM7i07EqGo.ja.vtt (296.00 B)
15. Disease Test 2-FQM7i07EqGo.mp4 (1.49 MB)
15. Disease Test 2-FQM7i07EqGo.pt-BR.vtt (262.00 B)
15. Disease Test 2-FQM7i07EqGo.th.vtt (398.00 B)
15. Disease Test 2-FQM7i07EqGo.zh-CN.vtt (241.00 B)
15. Disease Test 2-GsneDVJB75E.ar.vtt (158.00 B)
15. Disease Test 2-GsneDVJB75E.en.vtt (142.00 B)
15. Disease Test 2-GsneDVJB75E.es-ES.vtt (155.00 B)
15. Disease Test 2-GsneDVJB75E.ja.vtt (184.00 B)
15. Disease Test 2-GsneDVJB75E.mp4 (747.61 KB)
15. Disease Test 2-GsneDVJB75E.pt-BR.vtt (149.00 B)
15. Disease Test 2-GsneDVJB75E.th.vtt (178.00 B)
15. Disease Test 2-GsneDVJB75E.zh-CN.vtt (149.00 B)
15. Disease Test 2.html (10.97 KB)
16. Disease Test 3-PfEYA6z-19w.ar.vtt (129.00 B)
16. Disease Test 3-PfEYA6z-19w.en.vtt (104.00 B)
16. Disease Test 3-PfEYA6z-19w.es-ES.vtt (107.00 B)
16. Disease Test 3-PfEYA6z-19w.ja.vtt (122.00 B)
16. Disease Test 3-PfEYA6z-19w.mp4 (423.73 KB)
16. Disease Test 3-PfEYA6z-19w.pt-BR.vtt (99.00 B)
16. Disease Test 3-PfEYA6z-19w.th.vtt (130.00 B)
16. Disease Test 3-PfEYA6z-19w.zh-CN.vtt (113.00 B)
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16. Disease Test 3.html (10.96 KB)
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18. Disease Test 5.html (11.25 KB)
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19. Disease Test 6-OdVAt79eQak.mp4 (7.08 MB)
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19. Disease Test 6-cdFrLeXIkZU.mp4 (1.21 MB)
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19. Disease Test 6.html (11.27 KB)
20. Bayes Rule Summary-RgXQ8GRsjfc.ar.vtt (3.79 KB)
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21. Robot Sensing 1–TBAfU1cjRU.ar.vtt (844.00 B)
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21. Robot Sensing 1–TBAfU1cjRU.mp4 (5.17 MB)
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21. Robot Sensing 1-_DjfTytro6I.ar.vtt (2.01 KB)
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21. Robot Sensing 1-_DjfTytro6I.mp4 (11.42 MB)
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21. Robot Sensing 1.html (14.98 KB)
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22. Robot Sensing 2-t22oDruXhuo.mp4 (2.36 MB)
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22. Robot Sensing 2.html (11.06 KB)
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23. Robot Sensing 3–6l4_oprDOk.mp4 (1.48 MB)
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23. Robot Sensing 3-m1LSU9SPZ2k.mp4 (5.55 MB)
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23. Robot Sensing 3.html (11.16 KB)
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24. Robot Sensing 4-d_fbDqAGVdE.mp4 (1.06 MB)
24. Robot Sensing 4-d_fbDqAGVdE.pt-BR.vtt (202.00 B)
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24. Robot Sensing 4-vasdN2Gol0M.mp4 (9.87 MB)
24. Robot Sensing 4-vasdN2Gol0M.pt-BR.vtt (1.58 KB)
24. Robot Sensing 4-vasdN2Gol0M.th.vtt (2.98 KB)
24. Robot Sensing 4-vasdN2Gol0M.zh-CN.vtt (1.56 KB)
24. Robot Sensing 4.html (10.87 KB)
25. Robot Sensing 5-PGG9agooCvw.ar.vtt (544.00 B)
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25. Robot Sensing 5-PGG9agooCvw.ja.vtt (395.00 B)
25. Robot Sensing 5-PGG9agooCvw.mp4 (1.74 MB)
25. Robot Sensing 5-PGG9agooCvw.pt-BR.vtt (410.00 B)
25. Robot Sensing 5-PGG9agooCvw.th.vtt (667.00 B)
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25. Robot Sensing 5-tIrqdYTT_9Q.mp4 (506.06 KB)
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25. Robot Sensing 5.html (10.99 KB)
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26. Robot Sensing 6-Se-ddM2Wdac.mp4 (484.71 KB)
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26. Robot Sensing 6-hXyXlk0gYzk.mp4 (1.58 MB)
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26. Robot Sensing 6.html (10.99 KB)
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27. Robot Sensing 7.html (10.99 KB)
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28. Robot Sensing 8-lmuonrQp_lM.mp4 (3.35 MB)
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28. Robot Sensing 8-lmuonrQp_lM.zh-CN.vtt (492.00 B)
28. Robot Sensing 8.html (11.57 KB)
29. Generalizing-SdMk3aROgSc.ar.vtt (1.73 KB)
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29. Generalizing-SdMk3aROgSc.mp4 (6.27 MB)
29. Generalizing-SdMk3aROgSc.pt-BR.vtt (1.33 KB)
29. Generalizing-SdMk3aROgSc.zh-CN.vtt (1.17 KB)
29. Generalizing.html (9.23 KB)
30. Sebastian At Home-R4zq6mPPMxs.ar.vtt (1.89 KB)
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30. Sebastian At Home-R4zq6mPPMxs.mp4 (11.04 MB)
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt (1.73 KB)
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30. Sebastian At Home-TtmQ7YCw_1Y.mp4 (7.74 MB)
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt (1.30 KB)
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt (930.00 B)
30. Sebastian At Home.html (10.84 KB)
31. Learning Objectives – Conditional Probability.html (18.64 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.ar.vtt (1.88 KB)
32. Reducing Uncertainty-zuFMhmKQ–o.en.vtt (1.48 KB)
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32. Reducing Uncertainty-zuFMhmKQ–o.zh-CN.vtt (1.23 KB)
32. Reducing Uncertainty.html (9.09 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.ar.vtt (1.27 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.en.vtt (979.00 B)
33. Bayes’ Rule and Robotics-meNSO42JF6I.mp4 (2.91 MB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.pt-BR.vtt (1.14 KB)
33. Bayes’ Rule and Robotics-meNSO42JF6I.zh-CN.vtt (892.00 B)
33. Bayes’ Rule and Robotics.html (9.16 KB)
34. Learning from Sensor Data.html (12.38 KB)
35. Using Sensor Data-vhl-SADfti8.ar.vtt (2.19 KB)
35. Using Sensor Data-vhl-SADfti8.en.vtt (1.59 KB)
35. Using Sensor Data-vhl-SADfti8.mp4 (5.21 MB)
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt (1.86 KB)
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt (1.38 KB)
35. Using Sensor Data.html (9.07 KB)
36. Learning Objectives – Bayes’ Rule.html (17.23 KB)
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt (731.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt (530.00 B)
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4 (1.61 MB)
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37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt (458.00 B)
37. Bayes Rule Conclusion.html (8.97 KB)
index.html (6.76 KB)

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Part 06-Module 01-Lesson 08_Python Probability Practice (29 files)

01. Introduction.html (6.33 KB)
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt (684.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt (484.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.mp4 (1.65 MB)
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt (541.00 B)
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt (441.00 B)
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt (4.92 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt (3.60 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4 (3.84 MB)
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt (3.91 KB)
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt (3.18 KB)
02. Simulating Coin Flips.html (7.41 KB)
03. Probability Quiz.html (11.16 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt (3.98 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt (3.23 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4 (3.41 MB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt (3.31 KB)
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt (3.01 KB)
04. Simulating Many Coin Flips.html (7.48 KB)
05. Binomial Distributions Quiz.html (11.01 KB)
06. Cancer Test Results.html (12.74 KB)
07. Conditional Probability Bayes Rule Quiz.html (11.72 KB)
08. Conclusion.html (6.20 KB)
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt (851.00 B)
08. Python Probability Conclusion-4JYar5GykXk.en.vtt (690.00 B)
08. Python Probability Conclusion-4JYar5GykXk.mp4 (2.05 MB)
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt (769.00 B)
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt (617.00 B)
index.html (4.71 KB)

Part 06-Module 01-Lesson 09_Normal Distribution Theory (207 files)

01. Maximum Probability-5zkupL6EWh8.ar.vtt (607.00 B)
01. Maximum Probability-5zkupL6EWh8.en.vtt (486.00 B)
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt (529.00 B)
01. Maximum Probability-5zkupL6EWh8.ja.vtt (491.00 B)
01. Maximum Probability-5zkupL6EWh8.mp4 (1.27 MB)
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt (552.00 B)
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt (390.00 B)
01. Maximum Probability-b2zvrFL8AUw.ar.vtt (2.71 KB)
01. Maximum Probability-b2zvrFL8AUw.en.vtt (2.11 KB)
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt (2.17 KB)
01. Maximum Probability-b2zvrFL8AUw.ja.vtt (2.01 KB)
01. Maximum Probability-b2zvrFL8AUw.mp4 (21.97 MB)
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt (2.58 KB)
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt (1.78 KB)
01. Maximum Probability.html (8.50 KB)
02. Shape-DjsL64Kjr1Q.ar.vtt (2.60 KB)
02. Shape-DjsL64Kjr1Q.en.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.es-ES.vtt (1.85 KB)
02. Shape-DjsL64Kjr1Q.ja.vtt (1.78 KB)
02. Shape-DjsL64Kjr1Q.mp4 (11.18 MB)
02. Shape-DjsL64Kjr1Q.pt-BR.vtt (1.97 KB)
02. Shape-DjsL64Kjr1Q.zh-CN.vtt (1.64 KB)
02. Shape-w5qcGO8krMw.ar.vtt (1002.00 B)
02. Shape-w5qcGO8krMw.en.vtt (790.00 B)
02. Shape-w5qcGO8krMw.es-ES.vtt (817.00 B)
02. Shape-w5qcGO8krMw.ja.vtt (748.00 B)
02. Shape-w5qcGO8krMw.mp4 (1.62 MB)
02. Shape-w5qcGO8krMw.pt-BR.vtt (848.00 B)
02. Shape-w5qcGO8krMw.zh-CN.vtt (677.00 B)
02. Shape.html (8.91 KB)
03. Better Formula-vMAl1m8ZtoI.ar.vtt (650.00 B)
03. Better Formula-vMAl1m8ZtoI.en.vtt (528.00 B)
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt (533.00 B)
03. Better Formula-vMAl1m8ZtoI.ja.vtt (492.00 B)
03. Better Formula-vMAl1m8ZtoI.mp4 (2.52 MB)
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt (523.00 B)
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt (441.00 B)
03. Better Formula-z2xsu2Kehyo.ar.vtt (302.00 B)
03. Better Formula-z2xsu2Kehyo.en.vtt (216.00 B)
03. Better Formula-z2xsu2Kehyo.es-ES.vtt (231.00 B)
03. Better Formula-z2xsu2Kehyo.ja.vtt (202.00 B)
03. Better Formula-z2xsu2Kehyo.mp4 (1.10 MB)
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt (240.00 B)
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt (184.00 B)
03. Better Formula.html (8.59 KB)
04. Quadratics-1R44jvxIPJY.ar.vtt (1.68 KB)
04. Quadratics-1R44jvxIPJY.en.vtt (1.37 KB)
04. Quadratics-1R44jvxIPJY.es-ES.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.ja.vtt (1.18 KB)
04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)
04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)
04. Quadratics-1R44jvxIPJY.zh-CN.vtt (1.07 KB)
04. Quadratics-GzRNoodJZxk.ar.vtt (802.00 B)
04. Quadratics-GzRNoodJZxk.en.vtt (571.00 B)
04. Quadratics-GzRNoodJZxk.es-ES.vtt (565.00 B)
04. Quadratics-GzRNoodJZxk.ja.vtt (483.00 B)
04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)
04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)
04. Quadratics-GzRNoodJZxk.zh-CN.vtt (460.00 B)
04. Quadratics.html (8.99 KB)
05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)
05. Quadratics 2-HjpgML5zsUE.en.vtt (879.00 B)
05. Quadratics 2-HjpgML5zsUE.es-ES.vtt (886.00 B)
05. Quadratics 2-HjpgML5zsUE.ja.vtt (760.00 B)
05. Quadratics 2-HjpgML5zsUE.mp4 (4.66 MB)
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt (933.00 B)
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt (659.00 B)
05. Quadratics 2-N-wpkttwcoA.ar.vtt (1.00 KB)
05. Quadratics 2-N-wpkttwcoA.en.vtt (738.00 B)
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt (823.00 B)
05. Quadratics 2-N-wpkttwcoA.ja.vtt (710.00 B)
05. Quadratics 2-N-wpkttwcoA.mp4 (1.60 MB)
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt (741.00 B)
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt (655.00 B)
05. Quadratics 2.html (8.96 KB)
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt (599.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt (461.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt (459.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt (389.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.mp4 (2.61 MB)
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt (465.00 B)
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt (403.00 B)
06. Quadratics 3-YSMWpFM92S0.ar.vtt (974.00 B)
06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt (746.00 B)
06. Quadratics 3-YSMWpFM92S0.ja.vtt (587.00 B)
06. Quadratics 3-YSMWpFM92S0.mp4 (2.54 MB)
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt (673.00 B)
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt (638.00 B)
06. Quadratics 3.html (9.03 KB)
07. Quadratics 4-yimIE9fCvi8.ar.vtt (752.00 B)
07. Quadratics 4-yimIE9fCvi8.en.vtt (591.00 B)
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt (595.00 B)
07. Quadratics 4-yimIE9fCvi8.ja.vtt (449.00 B)
07. Quadratics 4-yimIE9fCvi8.mp4 (2.00 MB)
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt (547.00 B)
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt (519.00 B)
07. Quadratics 4-zB2Y-5YEIec.ar.vtt (623.00 B)
07. Quadratics 4-zB2Y-5YEIec.en.vtt (496.00 B)
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt (516.00 B)
07. Quadratics 4-zB2Y-5YEIec.ja.vtt (389.00 B)
07. Quadratics 4-zB2Y-5YEIec.mp4 (519.05 KB)
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt (481.00 B)
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt (385.00 B)
07. Quadratics 4.html (8.55 KB)
08. Maximum-02v8ui9riew.ar.vtt (1.62 KB)
08. Maximum-02v8ui9riew.en.vtt (1.27 KB)
08. Maximum-02v8ui9riew.es-ES.vtt (1.28 KB)
08. Maximum-02v8ui9riew.ja.vtt (1.10 KB)
08. Maximum-02v8ui9riew.mp4 (6.58 MB)
08. Maximum-02v8ui9riew.pt-BR.vtt (1.29 KB)
08. Maximum-02v8ui9riew.zh-CN.vtt (1.06 KB)
08. Maximum-MZoYGBZTh-g.ar.vtt (684.00 B)
08. Maximum-MZoYGBZTh-g.en.vtt (599.00 B)
08. Maximum-MZoYGBZTh-g.es-ES.vtt (629.00 B)
08. Maximum-MZoYGBZTh-g.ja.vtt (589.00 B)
08. Maximum-MZoYGBZTh-g.mp4 (2.67 MB)
08. Maximum-MZoYGBZTh-g.pt-BR.vtt (736.00 B)
08. Maximum-MZoYGBZTh-g.zh-CN.vtt (574.00 B)
08. Maximum.html (8.94 KB)
09. Maximum Value-rjpcSymYulE.ar.vtt (532.00 B)
09. Maximum Value-rjpcSymYulE.en.vtt (364.00 B)
09. Maximum Value-rjpcSymYulE.es-ES.vtt (389.00 B)
09. Maximum Value-rjpcSymYulE.ja.vtt (302.00 B)
09. Maximum Value-rjpcSymYulE.mp4 (771.83 KB)
09. Maximum Value-rjpcSymYulE.pt-BR.vtt (377.00 B)
09. Maximum Value-rjpcSymYulE.zh-CN.vtt (328.00 B)
09. Maximum Value-z_eElEkVOPY.ar.vtt (497.00 B)
09. Maximum Value-z_eElEkVOPY.en.vtt (387.00 B)
09. Maximum Value-z_eElEkVOPY.es-ES.vtt (367.00 B)
09. Maximum Value-z_eElEkVOPY.ja.vtt (304.00 B)
09. Maximum Value-z_eElEkVOPY.mp4 (1.79 MB)
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt (422.00 B)
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt (272.00 B)
09. Maximum Value.html (8.40 KB)
10. Minimum-MEbJxfw3NVs.ar.vtt (886.00 B)
10. Minimum-MEbJxfw3NVs.en.vtt (715.00 B)
10. Minimum-MEbJxfw3NVs.es-ES.vtt (741.00 B)
10. Minimum-MEbJxfw3NVs.ja.vtt (627.00 B)
10. Minimum-MEbJxfw3NVs.mp4 (3.51 MB)
10. Minimum-MEbJxfw3NVs.pt-BR.vtt (699.00 B)
10. Minimum-MEbJxfw3NVs.zh-CN.vtt (635.00 B)
10. Minimum-tiv8VKPL7jg.ar.vtt (518.00 B)
10. Minimum-tiv8VKPL7jg.en.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.es-ES.vtt (357.00 B)
10. Minimum-tiv8VKPL7jg.ja.vtt (310.00 B)
10. Minimum-tiv8VKPL7jg.mp4 (1.69 MB)
10. Minimum-tiv8VKPL7jg.pt-BR.vtt (373.00 B)
10. Minimum-tiv8VKPL7jg.zh-CN.vtt (314.00 B)
10. Minimum.html (9.18 KB)
11. Minimum Value-LNzmJUj8K8w.ar.vtt (152.00 B)
11. Minimum Value-LNzmJUj8K8w.en.vtt (130.00 B)
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt (141.00 B)
11. Minimum Value-LNzmJUj8K8w.ja.vtt (118.00 B)
11. Minimum Value-LNzmJUj8K8w.mp4 (661.10 KB)
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt (171.00 B)
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt (146.00 B)
11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)
11. Minimum Value-LconwqN7hJs.en.vtt (358.00 B)
11. Minimum Value-LconwqN7hJs.es-ES.vtt (388.00 B)
11. Minimum Value-LconwqN7hJs.ja.vtt (323.00 B)
11. Minimum Value-LconwqN7hJs.mp4 (893.30 KB)
11. Minimum Value-LconwqN7hJs.pt-BR.vtt (332.00 B)
11. Minimum Value-LconwqN7hJs.zh-CN.vtt (316.00 B)
11. Minimum Value.html (8.40 KB)
12. Normalizer-mQ_IjrtmmAk.ar.vtt (2.43 KB)
12. Normalizer-mQ_IjrtmmAk.en.vtt (1.92 KB)
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt (2.01 KB)
12. Normalizer-mQ_IjrtmmAk.ja.vtt (1.76 KB)
12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt (2.10 KB)
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt (1.46 KB)
12. Normalizer.html (6.88 KB)
13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)
13. Formula Summary-zqo1RJEHT_0.en.vtt (2.05 KB)
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt (2.13 KB)
13. Formula Summary-zqo1RJEHT_0.ja.vtt (1.86 KB)
13. Formula Summary-zqo1RJEHT_0.mp4 (12.55 MB)
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt (2.21 KB)
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt (1.65 KB)
13. Formula Summary.html (6.94 KB)
14. Central Limit Theorem-36KLIHioAvA.ar.vtt (982.00 B)
14. Central Limit Theorem-36KLIHioAvA.en.vtt (682.00 B)
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt (775.00 B)
14. Central Limit Theorem-36KLIHioAvA.ja.vtt (661.00 B)
14. Central Limit Theorem-36KLIHioAvA.mp4 (3.67 MB)
14. Central Limit Theorem-36KLIHioAvA.pl.vtt (715.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt (684.00 B)
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt (765.00 B)
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt (607.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt (1.04 KB)
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt (1.16 KB)
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt (957.00 B)
14. Central Limit Theorem-9I8ysrRlmbA.mp4 (5.02 MB)
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt (1.05 KB)
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt (851.00 B)
14. Central Limit Theorem.html (10.93 KB)
15. Summary-VP-PMcgqhc8.ar.vtt (2.04 KB)
15. Summary-VP-PMcgqhc8.en.vtt (1.42 KB)
15. Summary-VP-PMcgqhc8.es-ES.vtt (1.41 KB)
15. Summary-VP-PMcgqhc8.ja.vtt (1.27 KB)
15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)
15. Summary-VP-PMcgqhc8.pt-BR.vtt (1.57 KB)
15. Summary-VP-PMcgqhc8.zh-CN.vtt (1.02 KB)
15. Summary.html (6.73 KB)
index.html (5.00 KB)

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Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem (103 files)

01. Introduction-SvdlBB-ZjcQ.ar.vtt (1.19 KB)
01. Introduction-SvdlBB-ZjcQ.en.vtt (940.00 B)
01. Introduction-SvdlBB-ZjcQ.mp4 (2.75 MB)
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt (987.00 B)
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt (750.00 B)
01. Introduction.html (10.63 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt (4.74 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt (3.22 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4 (6.17 MB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt (3.51 KB)
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt (2.74 KB)
02. Video Descriptive vs. Inferential Statistics.html (10.50 KB)
03. Quiz Descriptive vs. Inferential (Udacity Students).html (11.71 KB)
04. Quiz Descriptive vs. Inferential (Bagels).html (17.78 KB)
05. Text Descriptive vs. Inferential Statistics.html (10.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.ar.vtt (1.81 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.en.vtt (1.43 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.mp4 (3.54 MB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.pt-BR.vtt (1.39 KB)
06. Example of Sampling Distributions – Part I-1XezzP6kxUE.zh-CN.vtt (1.23 KB)
06. Video + Quiz Introduction to Sampling Distributions Part I.html (11.81 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.ar.vtt (1.33 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.en.vtt (1017.00 B)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.mp4 (3.87 MB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.pt-BR.vtt (1.04 KB)
07. Example of Sampling Distributions – Part II-PKf3Nu6zAxM.zh-CN.vtt (905.00 B)
07. Video + Quiz Introduction to Sampling Distributions Part II.html (11.68 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.ar.vtt (1.06 KB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.en.vtt (821.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.mp4 (3.57 MB)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.pt-BR.vtt (965.00 B)
08. Example of Sampling Distributions – Part 3-E_4lvTWkSNI.zh-CN.vtt (704.00 B)
08. Video Introduction to Sampling Distributions Part III.html (9.94 KB)
09. Notebook + Quiz Sampling Distributions Python.html (15.81 KB)
10. Text Sampling Distribution Notes.html (10.64 KB)
11. Introduction To Notation-ISkBSUVH49M.ar.vtt (1.45 KB)
11. Introduction To Notation-ISkBSUVH49M.en.vtt (1.10 KB)
11. Introduction To Notation-ISkBSUVH49M.mp4 (3.24 MB)
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt (1.22 KB)
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt (982.00 B)
11. Video Introduction to Notation.html (9.43 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt (1.99 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt (1.59 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.mp4 (6.33 MB)
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt (1.71 KB)
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt (1.27 KB)
12. Video Notation for Parameters vs. Statistics.html (12.52 KB)
13. Quiz Notation.html (12.75 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt (1.37 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt (1.04 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.mp4 (4.18 MB)
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt (1.28 KB)
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt (964.00 B)
14. Video Other Sampling Distributions.html (9.47 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt (1.75 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt (1.40 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.mp4 (4.16 MB)
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt (1.45 KB)
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt (1.18 KB)
15. Video Two Useful Theorems – Law of Large Numbers.html (10.88 KB)
16. Notebook + Quiz Law of Large Numbers.html (10.83 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.ar.vtt (1.07 KB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.en.vtt (818.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.mp4 (2.73 MB)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt (944.00 B)
17. Two Useful Theorems – Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt (670.00 B)
17. Video Two Useful Theorems – Central Limit Theorem.html (10.46 KB)
18. Notebook + Quiz Central Limit Theorem.html (13.01 KB)
19. Notebook + Quiz Central Limit Theorem – Part II.html (13.00 KB)
20. Video When Does the Central Limit Theorem Not Work.html (10.29 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt (2.20 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt (1.63 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4 (4.80 MB)
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt (1.77 KB)
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt (1.35 KB)
21. Notebook + Quiz Central Limit Theorem – Part III.html (13.39 KB)
22. Bootstrapping-42j3YclcZ4Q.ar.vtt (2.60 KB)
22. Bootstrapping-42j3YclcZ4Q.en.vtt (1.89 KB)
22. Bootstrapping-42j3YclcZ4Q.mp4 (4.23 MB)
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt (2.01 KB)
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt (1.66 KB)
22. Video Bootstrapping.html (9.83 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt (2.96 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt (2.30 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4 (4.06 MB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt (2.40 KB)
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt (1.98 KB)
23. Video Bootstrapping The Central Limit Theorem.html (10.86 KB)
24. Notebook + Quiz Bootstrapping.html (12.86 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt (1.87 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt (1.43 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4 (5.39 MB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt (1.40 KB)
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt (1.23 KB)
25. Video The Background of Bootstrapping.html (9.97 KB)
26. Video Why are Sampling Distributions Important.html (9.56 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt (1.39 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt (1.09 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4 (4.09 MB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt (1.10 KB)
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt (927.00 B)
27. Quiz + Text Recap Next Steps.html (15.68 KB)
index.html (7.36 KB)

Part 06-Module 01-Lesson 11_Confidence Intervals (62 files)

01. Confidence Intervals Introduction-crleT4000ak.en.vtt (1.67 KB)
01. Confidence Intervals Introduction-crleT4000ak.mp4 (2.78 MB)
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt (1.75 KB)
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt (1.34 KB)
01. Video Introduction.html (7.94 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt (2.26 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4 (4.66 MB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt (2.41 KB)
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt (1.83 KB)
02. Video From Sampling Distributions to Confidence Intervals.html (9.17 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt (2.75 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4 (3.74 MB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt (2.57 KB)
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt (2.36 KB)
03. ScreenCast Sampling Distributions and Confidence Intervals.html (8.79 KB)
04. Notebook + Quiz Building Confidence Intervals.html (16.99 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt (2.19 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4 (2.21 MB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt (2.08 KB)
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt (1.79 KB)
05. ScreenCast Difference In Means.html (9.08 KB)
06. Notebook + Quiz Difference in Means.html (16.75 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt (1.54 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4 (6.08 MB)
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt (1.64 KB)
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt (1.31 KB)
07. Video Confidence Interval Applications.html (8.56 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt (3.13 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4 (8.26 MB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt (3.31 KB)
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt (2.60 KB)
08. Video Statistical vs. Practical Significance.html (8.87 KB)
09. Statistical vs. Practical Significance.html (8.89 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt (1.66 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4 (7.87 MB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt (1.81 KB)
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt (1.37 KB)
10. Video Traditional Confidence Intervals.html (9.71 KB)
11. ScreenCast Traditional Confidence Interval Methods.html (8.77 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt (3.28 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4 (3.89 MB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt (3.00 KB)
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt (2.70 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt (2.22 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4 (6.30 MB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt (2.17 KB)
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt (1.75 KB)
12. Video Other Language Associated with Confidence Intervals.html (9.04 KB)
13. Other Language Associated with Confidence Intervals.html (11.36 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt (1.58 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4 (3.36 MB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt (1.56 KB)
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt (1.37 KB)
14. Video Correct Interpretations of Confidence Intervals.html (8.91 KB)
15. Correct Interpretations of Confidence Intervals.html (10.06 KB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt (906.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4 (3.70 MB)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt (962.00 B)
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt (742.00 B)
16. Video Confidence Intervals Hypothesis Tests.html (8.04 KB)
17. Text Recap + Next Steps.html (11.58 KB)
index.html (6.15 KB)

img (1 files)

screen-shot-2017-11-06-at-1.14.05-pm.png (15.64 KB)

Part 06-Module 01-Lesson 12_Hypothesis Testing (110 files)

01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt (617.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4 (2.85 MB)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt (582.00 B)
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt (532.00 B)
01. Introduction.html (10.25 KB)
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt (2.52 KB)
02. Hypothesis Testing-9GbHHpiK6wk.mp4 (10.68 MB)
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt (2.42 KB)
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt (2.26 KB)
02. Hypothesis Testing.html (9.51 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.en.vtt (2.45 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.mp4 (5.08 MB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.pt-BR.vtt (2.70 KB)
03. Setting Up Hypotheses – Part I-NpZxJg4S6X4.zh-CN.vtt (2.07 KB)
03. Setting Up Hypothesis Tests – Part I.html (11.15 KB)
04. Setting Up Hypotheses.html (11.75 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.en.vtt (2.71 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.mp4 (7.67 MB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.pt-BR.vtt (2.79 KB)
05. Setting Up Hypotheses – Part II-nByvHz77GiA.zh-CN.vtt (2.28 KB)
05. Setting Up Hypothesis Tests – Part II.html (11.46 KB)
06. Quiz Setting Up Hypothesis Tests.html (17.36 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.en.vtt (2.13 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.mp4 (3.07 MB)
07. Types Of Errors – Part I-aw6GMxIvENc.pt-BR.vtt (1.99 KB)
07. Types Of Errors – Part I-aw6GMxIvENc.zh-CN.vtt (1.80 KB)
07. Types of Errors – Part I.html (9.55 KB)
08. Quiz Types of Errors – Part I.html (11.73 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.en.vtt (3.11 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.mp4 (11.48 MB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.pt-BR.vtt (2.99 KB)
09. Types Of Errors – Part II-mbdSQ5CjdFs.zh-CN.vtt (2.58 KB)
09. Types of Errors – Part II.html (11.04 KB)
10. Quiz Types of Errors – Part II(a).html (14.08 KB)
11. Quiz Types of Errors – Part II(b).html (22.33 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.en.vtt (2.90 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.mp4 (3.94 MB)
12. Types Of Errors – Part III-Z-srkCPsdaM.pt-BR.vtt (2.94 KB)
12. Types Of Errors – Part III-Z-srkCPsdaM.zh-CN.vtt (2.54 KB)
12. Types of Errors – Part III.html (11.14 KB)
13. Quiz Types of Errors – Part III.html (15.77 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt (2.57 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4 (10.80 MB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt (2.45 KB)
14. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt (2.18 KB)
14. Common Types of Hypothesis Tests.html (11.60 KB)
15. Quiz More Hypothesis Testing Practice.html (16.33 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt (1.07 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4 (3.92 MB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt (1.03 KB)
16. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt (887.00 B)
16. How Do We Choose Between Hypotheses.html (11.62 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt (2.64 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4 (2.48 MB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt (2.72 KB)
16. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt (2.30 KB)
17. Simulating From the Null-sL2yJtHZd8Y.en.vtt (3.31 KB)
17. Simulating From the Null-sL2yJtHZd8Y.mp4 (3.75 MB)
17. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt (3.27 KB)
17. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt (2.70 KB)
17. Video Simulating from the Null.html (10.66 KB)
18. Notebook + Quiz Simulating from the Null.html (19.85 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.en.vtt (4.05 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.mp4 (7.27 MB)
19. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt (4.18 KB)
19. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt (3.35 KB)
19. What is a p-value Anyway.html (11.86 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.en.vtt (3.60 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.mp4 (3.64 MB)
20. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt (3.59 KB)
20. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt (2.86 KB)
20. Video Calculating the p-value.html (10.08 KB)
21. Quiz What is a p-value Anyway.html (14.84 KB)
22. Quiz Calculating a p-value.html (12.48 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt (2.20 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.mp4 (8.58 MB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt (1.97 KB)
23. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt (1.81 KB)
23. Connecting Errors and P-Values.html (10.54 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt (1.97 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4 (7.48 MB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt (1.99 KB)
24. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt (1.75 KB)
24. Conclusions in Hypothesis Testing.html (10.41 KB)
25. Quiz Connecting Errors and P-Values.html (15.94 KB)
26. Notebook + Quiz Drawing Conclusions.html (15.33 KB)
27. Other Things to Consider – Impact of Large Sample Size.html (11.72 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt (3.16 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4 (11.95 MB)
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt (3.02 KB)
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt (2.76 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4 (7.33 MB)
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt (2.21 KB)
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt (1.90 KB)
28. Other Things to Consider – What If We Test More Than Once.html (10.84 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt (1.70 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4 (6.98 MB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt (1.87 KB)
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt (1.44 KB)
29. Other Things to Consider – How Do CIs and HTs Compare.html (10.56 KB)
30. Notebook + Quiz Impact of Sample Size.html (21.65 KB)
31. Notebook + Quiz Multiple Tests.html (18.52 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt (1.06 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4 (4.36 MB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt (1.11 KB)
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt (890.00 B)
32. Hypothesis Testing Conclusion.html (9.58 KB)
33. Quiz + Text Recap.html (17.07 KB)
index.html (7.42 KB)

img (5 files)

screen-shot-2017-11-07-at-2.16.14-pm.png (78.33 KB)
screen-shot-2017-11-07-at-2.17.08-pm.png (882.60 KB)
screen-shot-2017-11-07-at-2.18.27-pm.png (832.02 KB)
screen-shot-2018-01-24-at-12.03.45-am.png (170.85 KB)
screen-shot-2018-11-19-at-11.32.05-am.png (521.11 KB)

Part 06-Module 01-Lesson 13_Case Study AB tests (59 files)

01. Case Study Introduction-J5uvdPxHIfs.en.vtt (598.00 B)
01. Case Study Introduction-J5uvdPxHIfs.mp4 (2.13 MB)
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt (735.00 B)
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt (532.00 B)
01. Introduction.html (7.55 KB)
02. AB Testing-EcWvhbIjT9o.en.vtt (3.08 KB)
02. AB Testing-EcWvhbIjT9o.mp4 (6.32 MB)
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt (3.61 KB)
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt (2.58 KB)
02. AB Testing.html (8.95 KB)
03. AB Testing.html (10.92 KB)
04. Business Example-Wzz7omSDfEk.en.vtt (1.99 KB)
04. Business Example-Wzz7omSDfEk.mp4 (4.18 MB)
04. Business Example-Wzz7omSDfEk.pt-BR.vtt (2.22 KB)
04. Business Example-Wzz7omSDfEk.zh-CN.vtt (1.76 KB)
04. Business Example.html (7.90 KB)
05. Experiment I-JLKAdT2JESk.en.vtt (2.58 KB)
05. Experiment I-JLKAdT2JESk.mp4 (3.01 MB)
05. Experiment I-JLKAdT2JESk.pt-BR.vtt (2.96 KB)
05. Experiment I-JLKAdT2JESk.zh-CN.vtt (2.09 KB)
05. Experiment I.html (8.75 KB)
06. Quiz Experiment I.html (16.37 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.en.vtt (3.60 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.mp4 (3.90 MB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt (4.04 KB)
07. Metric – Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt (2.92 KB)
07. Metric – Click Through Rate.html (8.16 KB)
08. Click Through Rate.html (8.48 KB)
09. Experiment II-fq4eO7CybA4.en.vtt (1.08 KB)
09. Experiment II-fq4eO7CybA4.mp4 (2.31 MB)
09. Experiment II-fq4eO7CybA4.pt-BR.vtt (1.29 KB)
09. Experiment II-fq4eO7CybA4.zh-CN.vtt (987.00 B)
09. Experiment II.html (8.07 KB)
10. Metric – Enrollment Rate.html (11.18 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.en.vtt (2.58 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.mp4 (3.32 MB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt (3.07 KB)
11. Metric – Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt (2.14 KB)
11. Metric – Average Reading Duration.html (8.22 KB)
12. Metric – Average Classroom Time.html (11.38 KB)
13. Metric – Completion Rate.html (10.44 KB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt (572.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4 (2.25 MB)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt (780.00 B)
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt (499.00 B)
14. Analyzing Multiple Metrics.html (7.68 KB)
15. Quiz Analyzing Multiple Metrics.html (10.07 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt (1.27 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.mp4 (4.51 MB)
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt (1.53 KB)
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt (1.06 KB)
16. Drawing Conclusions.html (8.26 KB)
17. Quiz Difficulties in AB Testing.html (15.46 KB)
18. Conclusion-qmGjRpMVBz8.en.vtt (586.00 B)
18. Conclusion-qmGjRpMVBz8.mp4 (2.14 MB)
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt (745.00 B)
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt (504.00 B)
18. Conclusion.html (7.26 KB)
index.html (5.47 KB)

Part 07-Module 01-Lesson 01_Linear Regression (84 files)

01. Intro.html (7.57 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt (1.15 KB)
01. Welcome To Linear Regression-zxZkTkM34BY.mp4 (3.90 MB)
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt (1.21 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt (1.36 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.ja-JP.vtt (1.51 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 (1.48 MB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt (1.46 KB)
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt (1.26 KB)
02. Quiz Housing Prices.html (9.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt (939.00 B)
03. Solution Housing Prices-uhdTulw9-Nc.ja-JP.vtt (1.03 KB)
03. Solution Housing Prices-uhdTulw9-Nc.mp4 (1001.40 KB)
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt (1.00 KB)
03. Solution Housing Prices.html (7.75 KB)
04. Fitting A Line-gkdoknEEcaI.en.vtt (1.41 KB)
04. Fitting A Line-gkdoknEEcaI.mp4 (1.12 MB)
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt (1.42 KB)
04. Fitting a Line Through Data.html (7.58 KB)
05. Moving A Line-8EIHFyL2Log.en.vtt (1.16 KB)
05. Moving A Line-8EIHFyL2Log.mp4 (981.31 KB)
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt (1.05 KB)
05. Moving a Line.html (7.53 KB)
06. Absolute Trick-DJWjBAqSkZw.en.vtt (6.58 KB)
06. Absolute Trick-DJWjBAqSkZw.mp4 (5.17 MB)
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt (6.41 KB)
06. Absolute Trick.html (7.54 KB)
07. Square Trick-AGZEq-yQgRM.en.vtt (3.91 KB)
07. Square Trick-AGZEq-yQgRM.mp4 (3.28 MB)
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt (3.78 KB)
07. Square Trick.html (7.53 KB)
08. Gradient Descent-4s4x9h6AN5Y.en.vtt (5.61 KB)
08. Gradient Descent-4s4x9h6AN5Y.mp4 (4.25 MB)
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt (5.23 KB)
08. Gradient Descent.html (7.56 KB)
09. Mean Absolute Error-vLKiY0Ehors.en.vtt (3.52 KB)
09. Mean Absolute Error-vLKiY0Ehors.mp4 (2.57 MB)
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt (3.30 KB)
09. Mean Absolute Error.html (7.58 KB)
10. Mean Squared Error-MRyxmZDngI4.en.vtt (2.49 KB)
10. Mean Squared Error-MRyxmZDngI4.mp4 (1.83 MB)
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt (2.26 KB)
10. Mean Squared Error.html (7.58 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt (4.50 KB)
11. Minimizing Error Functions-RbT2TXN_6tY.mp4 (3.85 MB)
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt (4.58 KB)
11. Minimizing Error Functions.html (9.62 KB)
12. Mean vs Total Error.html (8.87 KB)
13. Mini-batch Gradient Descent.html (9.23 KB)
14. Absolute Error vs Squared Error.html (11.33 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt (831.00 B)
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4 (660.25 KB)
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt (793.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt (983.00 B)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4 (692.80 KB)
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt (956.00 B)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt (1.00 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4 (873.14 KB)
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt (970.00 B)
15. Linear Regression in scikit-learn.html (17.35 KB)
16. Higher Dimensions–UvpQV1qmiE.en.vtt (2.94 KB)
16. Higher Dimensions–UvpQV1qmiE.mp4 (2.65 MB)
16. Higher Dimensions–UvpQV1qmiE.pt-BR.vtt (2.78 KB)
16. Higher Dimensions.html (7.57 KB)
17. Multiple Linear Regression.html (13.91 KB)
18. Closed Form Solution-G3fRVgLa5gI.en.vtt (3.54 KB)
18. Closed Form Solution-G3fRVgLa5gI.mp4 (2.84 MB)
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt (3.39 KB)
18. Closed Form Solution.html (7.77 KB)
19. (Optional) Closed form Solution Math.html (15.07 KB)
20. Linear Regression Warnings.html (9.49 KB)
21. Polynomial Regression-DBhWG-PagEQ.en.vtt (1.29 KB)
21. Polynomial Regression-DBhWG-PagEQ.mp4 (982.28 KB)
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt (1.18 KB)
21. Polynomial Regression.html (7.59 KB)
22. Regularization-PyFNIcsNma0.en.vtt (10.87 KB)
22. Regularization-PyFNIcsNma0.mp4 (8.76 MB)
22. Regularization-PyFNIcsNma0.pt-BR.vtt (10.38 KB)
22. Regularization.html (7.53 KB)
23. Conclusion-pyeojf0NniQ.en.vtt (558.00 B)
23. Conclusion-pyeojf0NniQ.mp4 (1.57 MB)
23. Conclusion-pyeojf0NniQ.pt-BR.vtt (590.00 B)
23. Outro.html (7.38 KB)
index.html (5.86 KB)

img (19 files)

batch-stochastic.png (196.92 KB)
codecogseqn-61.gif (2.07 KB)
codecogseqn-62.gif (1.31 KB)
e.gif (1.18 KB)
f1.gif (2.01 KB)
f2.gif (1.88 KB)
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f6.gif (1.60 KB)
gif-1.gif (1.03 KB)
house.png (491.52 KB)
just-a-2d-reg.png (68.49 KB)
just-a-simple-lin-reg.png (25.95 KB)
lin-reg-no-outliers.png (28.61 KB)
lin-reg-w-outliers.png (27.55 KB)
m.gif (3.82 KB)
minibatch.png (136.77 KB)
quadraticlinearregression.png (23.56 KB)
quiz.jpg (174.18 KB)
y.gif (1.41 KB)

Part 07-Module 01-Lesson 02_Naive Bayes (65 files)

01. Intro.html (6.85 KB)
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt (716.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 (3.22 MB)
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt (690.00 B)
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt (631.00 B)
02. Guess the Person.html (6.93 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt (3.40 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 (8.49 MB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt (3.25 KB)
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt (3.00 KB)
03. Known and Inferred.html (6.95 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt (1.23 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 (2.62 MB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt (1.21 KB)
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt (1.12 KB)
04. Guess the Person Now.html (7.37 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt (7.22 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 (21.06 MB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt (7.27 KB)
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt (6.05 KB)
05. Bayes Theorem.html (6.91 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt (2.66 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4 (7.25 MB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt (2.77 KB)
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt (2.24 KB)
06. Quiz False Positives.html (8.14 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt (1.93 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4 (5.41 MB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt (1.94 KB)
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt (1.67 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt (6.46 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 (14.35 MB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt (6.53 KB)
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt (5.41 KB)
07. Solution False Positives.html (6.97 KB)
08. Bayesian Learning 1.html (10.18 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt (2.38 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 (6.09 MB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt (2.22 KB)
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt (2.21 KB)
09. Bayesian Learning 2.html (6.97 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt (1.58 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 (1.80 MB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt (1.59 KB)
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt (1.35 KB)
10. Bayesian Learning 3.html (7.26 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt (3.21 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4 (9.33 MB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt (3.00 KB)
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt (2.74 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt (6.47 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 (5.14 MB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt (6.23 KB)
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt (5.56 KB)
11. Naive Bayes Algorithm 1.html (8.37 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt (1.74 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4 (1.41 MB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt (1.70 KB)
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt (1.50 KB)
12. Naive Bayes Algorithm 2.html (7.01 KB)
13. Building a Spam Classifier.html (7.95 KB)
14. Project.html (7.38 KB)
15. Spam Classifier – Workspace.html (7.29 KB)
16. Outro.html (6.72 KB)
index.html (5.20 KB)

img (3 files)

meme.png (209.05 KB)
spam.png (67.76 KB)
spamham.png (135.09 KB)

Part 07-Module 01-Lesson 03_Clustering (143 files)

01. Introduction.html (8.14 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt (4.39 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt (3.21 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.mp4 (12.68 MB)
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt (3.15 KB)
02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt (2.67 KB)
02. Unsupervised Learning.html (7.27 KB)
03. Clustering Movies-g8PKffm8IRY.ar.vtt (3.96 KB)
03. Clustering Movies-g8PKffm8IRY.en.vtt (2.79 KB)
03. Clustering Movies-g8PKffm8IRY.mp4 (7.31 MB)
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt (2.82 KB)
03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt (2.53 KB)
03. Clustering Movies.html (7.23 KB)
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt (521.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.en.vtt (458.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.mp4 (1.58 MB)
04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt (439.00 B)
04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt (385.00 B)
04. How Many Clusters-R6oIvdBtsZw.ar.vtt (999.00 B)
04. How Many Clusters-R6oIvdBtsZw.en.vtt (768.00 B)
04. How Many Clusters-R6oIvdBtsZw.mp4 (2.79 MB)
04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt (773.00 B)
04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt (744.00 B)
04. How Many Clusters.html (8.49 KB)
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt (1.05 KB)
05. Match Points with Clusters-lS5DfbsWH34.en.vtt (772.00 B)
05. Match Points with Clusters-lS5DfbsWH34.mp4 (1.61 MB)
05. Match Points with Clusters-lS5DfbsWH34.pt-BR.vtt (781.00 B)
05. Match Points with Clusters-lS5DfbsWH34.zh-CN.vtt (680.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt (682.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.en.vtt (613.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.mp4 (2.75 MB)
05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt (671.00 B)
05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt (589.00 B)
05. Match Points with Clusters.html (10.35 KB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt (836.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.en.vtt (595.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.mp4 (1.80 MB)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.pt-BR.vtt (606.00 B)
06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.zh-CN.vtt (488.00 B)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt (2.11 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt (1.63 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4 (4.59 MB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt (1.56 KB)
06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.zh-CN.vtt (1.43 KB)
06. Optimizing Centers (Rubber Bands).html (9.09 KB)
07. Moving Centers 2-FY0DXe0lfrI.ar.vtt (479.00 B)
07. Moving Centers 2-FY0DXe0lfrI.en.vtt (368.00 B)
07. Moving Centers 2-FY0DXe0lfrI.mp4 (1.34 MB)
07. Moving Centers 2-FY0DXe0lfrI.pt-BR.vtt (370.00 B)
07. Moving Centers 2-FY0DXe0lfrI.zh-CN.vtt (361.00 B)
07. Moving Centers 2-uC1Xwc7warg.ar.vtt (444.00 B)
07. Moving Centers 2-uC1Xwc7warg.en.vtt (312.00 B)
07. Moving Centers 2-uC1Xwc7warg.mp4 (803.69 KB)
07. Moving Centers 2-uC1Xwc7warg.pt-BR.vtt (326.00 B)
07. Moving Centers 2-uC1Xwc7warg.zh-CN.vtt (332.00 B)
07. Moving Centers 2.html (9.07 KB)
08. Match Points (again)-5j6VZr8sHo8.ar.vtt (1.59 KB)
08. Match Points (again)-5j6VZr8sHo8.en.vtt (1.22 KB)
08. Match Points (again)-5j6VZr8sHo8.mp4 (5.13 MB)
08. Match Points (again)-5j6VZr8sHo8.pt-BR.vtt (1.28 KB)
08. Match Points (again)-5j6VZr8sHo8.zh-CN.vtt (1.01 KB)
08. Match Points (again)-9J3IwQFXveI.ar.vtt (510.00 B)
08. Match Points (again)-9J3IwQFXveI.en.vtt (355.00 B)
08. Match Points (again)-9J3IwQFXveI.mp4 (1.06 MB)
08. Match Points (again)-9J3IwQFXveI.pt-BR.vtt (369.00 B)
08. Match Points (again)-9J3IwQFXveI.zh-CN.vtt (355.00 B)
08. Match Points (again).html (10.25 KB)
09. Handoff to Katie-knrPsGtpyQY.ar.vtt (258.00 B)
09. Handoff to Katie-knrPsGtpyQY.en.vtt (207.00 B)
09. Handoff to Katie-knrPsGtpyQY.mp4 (782.02 KB)
09. Handoff to Katie-knrPsGtpyQY.pt-BR.vtt (204.00 B)
09. Handoff to Katie-knrPsGtpyQY.zh-CN.vtt (206.00 B)
09. Handoff to Katie.html (7.24 KB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt (583.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.en.vtt (451.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.mp4 (1.14 MB)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.pt-BR.vtt (454.00 B)
10. K-Means Cluster Visualization-ZMfwPUrOFsE.zh-CN.vtt (424.00 B)
10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt (2.07 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.en.vtt (1.55 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.mp4 (3.34 MB)
10. K-Means Cluster Visualization-iCTPBcowJRY.pt-BR.vtt (1.45 KB)
10. K-Means Cluster Visualization-iCTPBcowJRY.zh-CN.vtt (1.32 KB)
10. K-Means Cluster Visualization.html (9.03 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt (4.85 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.en.vtt (3.51 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4 (10.53 MB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.pt-BR.vtt (3.39 KB)
11. K-Means Clustering Visualization 2-fQXXa-CAoS0.zh-CN.vtt (3.04 KB)
11. K-Means Clustering Visualization 2.html (7.83 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt (3.67 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.en.vtt (2.59 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.pt-BR.vtt (2.55 KB)
12. K-Means Clustering Visualization 3-WfwX3B4d8_I.zh-CN.vtt (2.27 KB)
12. K-Means Clustering Visualization 3.html (7.37 KB)
13. Sklearn-3zHUAXcoZ7c.ar.vtt (8.90 KB)
13. Sklearn-3zHUAXcoZ7c.en.vtt (6.64 KB)
13. Sklearn-3zHUAXcoZ7c.mp4 (23.31 MB)
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt (6.47 KB)
13. Sklearn-3zHUAXcoZ7c.zh-CN.vtt (5.59 KB)
13. Sklearn.html (7.16 KB)
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt (882.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.en.vtt (601.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.mp4 (2.82 MB)
14. Some challenges of k-means-e2CdlG5P4WA.pt-BR.vtt (540.00 B)
14. Some challenges of k-means-e2CdlG5P4WA.zh-CN.vtt (530.00 B)
14. Some challenges of k-means.html (7.32 KB)
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt (1.31 KB)
15. Limitations of K-Means-4Fkfu37el_k.en.vtt (855.00 B)
15. Limitations of K-Means-4Fkfu37el_k.mp4 (4.67 MB)
15. Limitations of K-Means-4Fkfu37el_k.pt-BR.vtt (856.00 B)
15. Limitations of K-Means-4Fkfu37el_k.zh-CN.vtt (812.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.ar.vtt (385.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.en.vtt (315.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.mp4 (991.73 KB)
15. Limitations of K-Means-nvLhUSSUhiY.pt-BR.vtt (306.00 B)
15. Limitations of K-Means-nvLhUSSUhiY.zh-CN.vtt (277.00 B)
15. Limitations of K-Means.html (8.73 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.ar.vtt (2.93 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.en.vtt (2.17 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.mp4 (8.13 MB)
16. Counterintuitive Clusters-StmEUgT1XSY.pt-BR.vtt (2.19 KB)
16. Counterintuitive Clusters-StmEUgT1XSY.zh-CN.vtt (1.90 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt (1.35 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.en.vtt (991.00 B)
16. Counterintuitive Clusters-aveIz1JYeAg.mp4 (4.11 MB)
16. Counterintuitive Clusters-aveIz1JYeAg.pt-BR.vtt (1.02 KB)
16. Counterintuitive Clusters-aveIz1JYeAg.zh-CN.vtt (924.00 B)
16. Counterintuitive Clusters.html (8.78 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt (1.86 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.en.vtt (1.48 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.mp4 (7.25 MB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.pt-BR.vtt (1.54 KB)
17. Counterintuitive Clusters 2-HyjBus7S2gY.zh-CN.vtt (1.37 KB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.en.vtt (665.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4 (1.99 MB)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.pt-BR.vtt (672.00 B)
17. Counterintuitive Clusters 2-xSQTzAeeoEc.zh-CN.vtt (633.00 B)
17. Counterintuitive Clusters 2.html (8.67 KB)
index.html (5.43 KB)

img (11 files)

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meme.png (209.05 KB)
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Part 07-Module 01-Lesson 04_Decision Trees (77 files)

01. Intro.html (7.34 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt (4.37 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4 (21.68 MB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt (4.25 KB)
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt (4.26 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt (1.66 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 (4.80 MB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt (1.68 KB)
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt (1.53 KB)
02. Recommending Apps 1.html (10.59 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt (1.56 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 (4.19 MB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt (1.46 KB)
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt (1.41 KB)
03. Recommending Apps 2.html (8.61 KB)
04. Recommending Apps 3.html (7.36 KB)
04. Recommending Apps-nEvW8B1HNq4.en.vtt (2.78 KB)
04. Recommending Apps-nEvW8B1HNq4.mp4 (6.32 MB)
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt (2.51 KB)
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt (2.57 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt (1.80 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 (4.16 MB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt (1.59 KB)
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt (1.65 KB)
05. Quiz Student Admissions.html (8.76 KB)
06. Solution Student Admissions.html (7.60 KB)
06. Student Admissions-TdgBi6LtOB8.en.vtt (2.50 KB)
06. Student Admissions-TdgBi6LtOB8.mp4 (5.41 MB)
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt (2.31 KB)
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt (2.34 KB)
07. Entropy-piLpj1V1HEk.en.vtt (4.78 KB)
07. Entropy-piLpj1V1HEk.mp4 (12.59 MB)
07. Entropy-piLpj1V1HEk.pt-BR.vtt (4.19 KB)
07. Entropy-piLpj1V1HEk.zh-CN.vtt (4.32 KB)
07. Entropy.html (7.27 KB)
08. Entropy Formula 1.html (9.11 KB)
08. Entropy Formula-iZiSYrOKvpo.en.vtt (1.80 KB)
08. Entropy Formula-iZiSYrOKvpo.mp4 (4.30 MB)
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt (1.69 KB)
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt (1.77 KB)
09. Entropy Formula 2.html (8.65 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt (4.88 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4 (12.34 MB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt (3.90 KB)
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt (4.42 KB)
10. Entropy Formula 3.html (7.80 KB)
10. Entropy Formula-w73JTBVeyjE.en.vtt (2.93 KB)
10. Entropy Formula-w73JTBVeyjE.mp4 (8.00 MB)
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt (2.61 KB)
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt (2.54 KB)
11. Multiclass Entropy.html (9.26 KB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt (771.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4 (2.16 MB)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt (723.00 B)
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt (727.00 B)
12. Quiz Information Gain.html (9.51 KB)
13. Information Gain-k9iZL53PAmw.en.vtt (3.35 KB)
13. Information Gain-k9iZL53PAmw.mp4 (9.24 MB)
13. Information Gain-k9iZL53PAmw.pt-BR.vtt (2.81 KB)
13. Information Gain-k9iZL53PAmw.zh-CN.vtt (2.90 KB)
13. Solution Information Gain.html (8.15 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt (4.00 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.mp4 (13.14 MB)
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt (3.34 KB)
14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt (3.69 KB)
14. Maximizing Information Gain.html (7.42 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt (2.65 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4 (9.20 MB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt (2.50 KB)
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt (2.50 KB)
15. Random Forests.html (7.43 KB)
16. Hyperparameters.html (13.73 KB)
17. Decision Trees in sklearn.html (16.50 KB)
18. Titanic Survival Model with Decision Trees.html (7.84 KB)
19. [Solution] Titanic Survival Model.html (7.79 KB)
20. Outro.html (7.29 KB)
index.html (5.59 KB)

img (12 files)

meme.png (209.05 KB)
min-samples-split.png (81.16 KB)
recommending-apps.png (140.56 KB)
screen-shot-2018-01-06-at-8.13.20-pm.png (50.77 KB)
screen-shot-2018-01-06-at-9.30.27-pm.png (66.38 KB)
screen-shot-2018-01-06-at-9.41.01-pm.png (110.70 KB)
screen-shot-2018-05-22-at-12.25.34-pm.png (6.09 KB)
screen-shot-2018-05-22-at-12.27.22-pm.png (4.20 KB)
screen-shot-2018-05-22-at-12.27.55-pm.png (4.28 KB)
student-data.png (91.85 KB)
table.png (192.08 KB)
trees.png (300.00 KB)

Part 07-Module 01-Lesson 05_Introduction to Kalman Filters (114 files)

01. Kalman Filters and Linear Algebra.html (9.34 KB)
01. 矩阵介绍-Ugx3mldc0lE.en.vtt (1.03 KB)
01. 矩阵介绍-Ugx3mldc0lE.mp4 (4.15 MB)
01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt (1.02 KB)
02. Introduction-XZL934YQ-FQ.en.vtt (1.89 KB)
02. Introduction-XZL934YQ-FQ.es-ES.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.es.vtt (2.08 KB)
02. Introduction-XZL934YQ-FQ.ja.vtt (2.12 KB)
02. Introduction-XZL934YQ-FQ.mp4 (10.68 MB)
02. Introduction-XZL934YQ-FQ.pt-PT.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.pt.vtt (1.99 KB)
02. Introduction-XZL934YQ-FQ.ru.vtt (3.29 KB)
02. Introduction-XZL934YQ-FQ.zh-CN.vtt (1.78 KB)
02. Introduction.html (8.80 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt (3.36 KB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 (4.74 MB)
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt (2.79 KB)
03. Tracking Intro.html (9.56 KB)
04. Answer Tracking Intro.html (8.95 KB)
05. Gaussian Intro.html (9.92 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt (3.15 KB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 (2.71 MB)
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt (2.57 KB)
06. Answer Gaussian Intro.html (8.79 KB)
07. Quiz Variance and Preferred Gaussian.html (11.03 KB)
08. Answer Variance and Preferred Gaussian.html (9.07 KB)
09. Gaussian Function and Maximum.html (10.38 KB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt (846.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt (869.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt (924.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt (928.00 B)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 (8.34 MB)
09. Maximize Gaussian – Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt (746.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt (397.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt (408.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt (376.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt (319.00 B)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 (1.52 MB)
09. Maximize Gaussian Solution – Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt (349.00 B)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt (1.64 KB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 (1.84 MB)
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt (1.36 KB)
10. Quiz Shifting the Mean.html (9.73 KB)
11. Answer Shifting the Mean.html (8.30 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt (632.00 B)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 (451.32 KB)
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt (533.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt (979.00 B)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 (768.11 KB)
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt (859.00 B)
12. Quiz Predicting the Peak.html (9.68 KB)
13. Answer Predicting the Peak.html (8.32 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt (815.00 B)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 (677.46 KB)
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt (686.00 B)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt (2.40 KB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 (2.14 MB)
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt (2.12 KB)
14. Quiz Parameter Update.html (10.01 KB)
15. Answer Parameter Update.html (8.47 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt (680.00 B)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 (574.57 KB)
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt (517.00 B)
16. Notebook New Mean and Variance.html (8.75 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt (983.00 B)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt (1.02 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt (1.04 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 (6.31 MB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt (1.44 KB)
17. New Mean and Variance Solution – Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt (891.00 B)
17. Solution New Mean and Variance.html (9.09 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt (3.60 KB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 (3.04 MB)
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt (3.06 KB)
18. Quiz Gaussian Motion.html (10.05 KB)
19. Answer Gaussian Motion.html (8.32 KB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt (762.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt (819.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt (812.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt (697.00 B)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 (1.20 MB)
20. Predict Function – Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt (717.00 B)
20. Predict Function.html (8.80 KB)
21. Notebook Predict Function.html (8.73 KB)
22. Answer Predict Function.html (8.87 KB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt (297.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt (314.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt (317.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt (340.00 B)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 (1.37 MB)
22. Predict Function Solution – Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt (292.00 B)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt (2.10 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt (2.19 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt (2.17 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt (1.99 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 (13.28 MB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt (3.26 KB)
23. Kalman Filter Code – Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt (1.85 KB)
23. Kalman Filter Code.html (8.97 KB)
24. Notebook 1D Kalman Filter.html (8.73 KB)
25. Answer 1D Kalman Filter.html (8.89 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt (5.76 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt (6.15 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt (6.26 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt (4.87 KB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.mp4 (33.73 MB)
25. Kalman Filter Code Solution – Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt (5.34 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt (3.23 KB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 (2.53 MB)
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt (2.69 KB)
26. Kalman Prediction.html (8.25 KB)
27. Next Motion Models and State.html (8.64 KB)
index.html (6.40 KB)

img (13 files)

screen-shot-2018-05-26-at-3.22.39-pm.png (346.74 KB)
screen-shot-2018-05-26-at-3.37.30-pm.png (192.09 KB)
screen-shot-2018-05-26-at-3.45.03-pm.png (351.54 KB)
screen-shot-2018-05-26-at-3.51.18-pm.png (198.22 KB)
screen-shot-2018-05-26-at-4.04.18-pm.png (111.86 KB)
screen-shot-2018-05-26-at-4.05.55-pm.png (104.63 KB)
screen-shot-2018-05-26-at-4.06.03-pm.png (109.97 KB)
screen-shot-2018-05-26-at-4.15.46-pm.png (113.47 KB)
screen-shot-2018-05-26-at-4.29.49-pm.png (160.71 KB)
screen-shot-2018-05-26-at-4.32.19-pm.png (152.53 KB)
screen-shot-2018-05-26-at-4.37.05-pm.png (126.82 KB)
screen-shot-2018-05-26-at-4.51.08-pm.png (313.39 KB)
screen-shot-2018-05-26-at-5.00.26-pm.png (135.65 KB)

Part 08-Module 01-Lesson 01_Introduction to Neural Networks (268 files)

01. Instructor.html (9.25 KB)
02. Introduction-tn-CrUTkCUc.en.vtt (3.28 KB)
02. Introduction-tn-CrUTkCUc.mp4 (7.54 MB)
02. Introduction-tn-CrUTkCUc.pt-BR.vtt (3.09 KB)
02. Introduction-tn-CrUTkCUc.zh-CN.vtt (2.84 KB)
02. Introduction.html (9.09 KB)
03. Classification Problems 1.html (10.50 KB)
03. Exemplo de classificação-Dh625piH7Z0.en.vtt (2.70 KB)
03. Exemplo de classificação-Dh625piH7Z0.ja-JP.vtt (2.78 KB)
03. Exemplo de classificação-Dh625piH7Z0.mp4 (2.07 MB)
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt (2.51 KB)
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt (2.36 KB)
04. Classification Problems 2.html (9.26 KB)
04. 分类问题 2 -46PywnGa_cQ.en.vtt (1.76 KB)
04. 分类问题 2 -46PywnGa_cQ.ja-JP.vtt (1.79 KB)
04. 分类问题 2 -46PywnGa_cQ.mp4 (1.62 MB)
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt (1.60 KB)
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt (1.65 KB)
05. Linear Boundaries-X-uMlsBi07k.en.vtt (3.85 KB)
05. Linear Boundaries-X-uMlsBi07k.ja-JP.vtt (3.80 KB)
05. Linear Boundaries-X-uMlsBi07k.mp4 (3.85 MB)
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt (3.67 KB)
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt (3.37 KB)
05. Linear Boundaries.html (9.98 KB)
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt (2.95 KB)
06. 09 Higher Dimensions-eBHunImDmWw.ja-JP.vtt (3.01 KB)
06. 09 Higher Dimensions-eBHunImDmWw.mp4 (2.59 MB)
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt (2.66 KB)
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt (2.37 KB)
06. Higher Dimensions.html (10.45 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt (5.89 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.ja-JP.vtt (6.00 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 (5.13 MB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt (5.61 KB)
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt (5.00 KB)
07. Perceptrons.html (10.30 KB)
08. Why Neural Networks.html (9.32 KB)
08. 为何是神经网络-zAkzOZntK6Y.en.vtt (1.38 KB)
08. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt (1.63 KB)
08. 为何是神经网络-zAkzOZntK6Y.mp4 (982.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt (1.27 KB)
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt (1.19 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.en.vtt (3.33 KB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4 (2.73 MB)
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.zh-CN.vtt (2.48 KB)
09. DL 09 XOR Perceptron–z9K49fdE3g.mp4 (511.79 KB)
09. Perceptrons as Logical Operators.html (20.44 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt (4.11 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.ja-JP.vtt (4.20 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 (3.66 MB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt (4.17 KB)
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt (3.53 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt (420.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.ja-JP.vtt (477.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 (260.01 KB)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt (364.00 B)
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt (390.00 B)
10. Perceptron Algorithm–zhTROHtscQ.en.vtt (2.64 KB)
10. Perceptron Algorithm–zhTROHtscQ.ja-JP.vtt (2.89 KB)
10. Perceptron Algorithm–zhTROHtscQ.mp4 (1.92 MB)
10. Perceptron Algorithm–zhTROHtscQ.pt-BR.vtt (2.41 KB)
10. Perceptron Algorithm–zhTROHtscQ.zh-CN.vtt (2.35 KB)
10. Perceptron Trick.html (13.35 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt (3.45 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.ja-JP.vtt (3.87 KB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 (2.87 MB)
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt (3.27 KB)
11. Perceptron Algorithm.html (16.72 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt (1.77 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.mp4 (1.33 MB)
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt (1.51 KB)
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt (1.56 KB)
12. Non-Linear Regions.html (9.13 KB)
13. Error Functions-YfUUunxWIJw.en.vtt (790.00 B)
13. Error Functions-YfUUunxWIJw.ja-JP.vtt (910.00 B)
13. Error Functions-YfUUunxWIJw.mp4 (3.54 MB)
13. Error Functions-YfUUunxWIJw.pt-BR.vtt (804.00 B)
13. Error Functions-YfUUunxWIJw.zh-CN.vtt (739.00 B)
13. Error Functions.html (9.23 KB)
14. Error Functions-jfKShxGAbok.en.vtt (9.45 KB)
14. Error Functions-jfKShxGAbok.ja-JP.vtt (10.57 KB)
14. Error Functions-jfKShxGAbok.mp4 (7.21 MB)
14. Error Functions-jfKShxGAbok.pt-BR.vtt (9.14 KB)
14. Error Functions-jfKShxGAbok.zh-CN.vtt (8.34 KB)
14. Log-loss Error Function.html (10.91 KB)
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt (551.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.ja-JP.vtt (561.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.mp4 (2.26 MB)
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt (584.00 B)
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt (481.00 B)
15. Discrete vs Continuous.html (11.64 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt (5.70 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.ja-JP.vtt (5.39 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 (5.35 MB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt (5.67 KB)
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt (4.70 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt (5.37 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.ja-JP.vtt (5.66 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 (4.01 MB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt (5.06 KB)
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt (4.37 KB)
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt (2.59 KB)
16. DL 18 S Softmax-n8S-v_LCTms.ja-JP.vtt (2.56 KB)
16. DL 18 S Softmax-n8S-v_LCTms.mp4 (1.95 MB)
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt (2.52 KB)
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt (2.31 KB)
16. Quiz – Softmax-NNoezNnAMTY.en.vtt (495.00 B)
16. Quiz – Softmax-NNoezNnAMTY.ja-JP.vtt (551.00 B)
16. Quiz – Softmax-NNoezNnAMTY.mp4 (1.73 MB)
16. Quiz – Softmax-NNoezNnAMTY.pt-BR.vtt (501.00 B)
16. Quiz – Softmax-NNoezNnAMTY.zh-CN.vtt (548.00 B)
16. Softmax.html (13.81 KB)
17. One-Hot Encoding-AePvjhyvsBo.en.vtt (2.23 KB)
17. One-Hot Encoding-AePvjhyvsBo.ja-JP.vtt (2.55 KB)
17. One-Hot Encoding-AePvjhyvsBo.mp4 (1.65 MB)
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt (2.03 KB)
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt (2.03 KB)
17. One-Hot Encoding.html (9.24 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt (1.64 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.ja-JP.vtt (1.91 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4 (5.75 MB)
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt (1.61 KB)
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt (1.43 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt (4.41 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.ja-JP.vtt (4.38 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 (3.85 MB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt (4.49 KB)
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt (3.67 KB)
18. Maximum Likelihood.html (11.75 KB)
19. Maximizing Probabilities.html (11.21 KB)
19. Quiz – Cross 1–xxrisIvD0E.en.vtt (918.00 B)
19. Quiz – Cross 1–xxrisIvD0E.ja-JP.vtt (1000.00 B)
19. Quiz – Cross 1–xxrisIvD0E.mp4 (3.02 MB)
19. Quiz – Cross 1–xxrisIvD0E.pt-BR.vtt (947.00 B)
19. Quiz – Cross 1–xxrisIvD0E.zh-CN.vtt (813.00 B)
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt (2.30 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.ja-JP.vtt (2.43 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.mp4 (1.86 MB)
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt (2.28 KB)
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt (2.07 KB)
20. Cross Entropy 1-iREoPUrpXvE.en.vtt (4.81 KB)
20. Cross Entropy 1-iREoPUrpXvE.ja-JP.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.mp4 (4.22 MB)
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt (5.00 KB)
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt (4.11 KB)
20. Cross-Entropy 1.html (9.47 KB)
21. Cross-Entropy 2.html (11.96 KB)
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt (8.03 KB)
21. CrossEntropy V1-1BnhC6e0TFw.ja-JP.vtt (8.47 KB)
21. CrossEntropy V1-1BnhC6e0TFw.mp4 (6.61 MB)
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt (7.81 KB)
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt (6.67 KB)
21. Formula For Cross 1-qvr_ego_d6w.en.vtt (607.00 B)
21. Formula For Cross 1-qvr_ego_d6w.ja-JP.vtt (698.00 B)
21. Formula For Cross 1-qvr_ego_d6w.mp4 (2.08 MB)
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt (719.00 B)
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt (545.00 B)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt (4.72 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.ja-JP.vtt (4.94 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 (4.14 MB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt (4.54 KB)
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt (4.01 KB)
22. Multi-Class Cross Entropy.html (10.47 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt (1.62 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.ja-JP.vtt (1.71 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 (1.49 MB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt (1.42 KB)
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt (1.46 KB)
23. Error Function-V5kkHldUlVU.en.vtt (4.87 KB)
23. Error Function-V5kkHldUlVU.ja-JP.vtt (4.68 KB)
23. Error Function-V5kkHldUlVU.mp4 (4.84 MB)
23. Error Function-V5kkHldUlVU.pt-BR.vtt (5.19 KB)
23. Error Function-V5kkHldUlVU.zh-CN.vtt (4.15 KB)
23. Logistic Regression.html (11.08 KB)
24. Gradient Descent-rhVIF-nigrY.en.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.ja-JP.vtt (3.85 KB)
24. Gradient Descent-rhVIF-nigrY.mp4 (3.76 MB)
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt (3.98 KB)
24. Gradient Descent.html (17.26 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt (2.55 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.ja-JP.vtt (2.68 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4 (1.98 MB)
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt (2.64 KB)
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt (2.21 KB)
25. Logistic Regression Algorithm.html (9.34 KB)
26. Pre-Notebook Gradient Descent.html (11.17 KB)
27. Notebook Gradient Descent.html (9.57 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt (4.27 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.ja-JP.vtt (4.35 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 (3.20 MB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt (4.24 KB)
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt (3.61 KB)
28. Perceptron vs Gradient Descent.html (9.66 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.ja-JP.vtt (1.33 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.mp4 (1.13 MB)
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt (1.31 KB)
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt (1.15 KB)
29. Continuous Perceptrons.html (9.29 KB)
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt (633.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.ja-JP.vtt (712.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.mp4 (2.14 MB)
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt (600.00 B)
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt (624.00 B)
30. Non-linear Data.html (9.23 KB)
31. Non-Linear Models-HWuBKCZsCo8.en.vtt (1.30 KB)
31. Non-Linear Models-HWuBKCZsCo8.ja-JP.vtt (1.41 KB)
31. Non-Linear Models-HWuBKCZsCo8.mp4 (1.13 MB)
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt (1.39 KB)
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt (1.12 KB)
31. Non-Linear Models.html (9.25 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt (3.02 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt (3.38 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 (2.83 MB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt (3.34 KB)
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt (2.76 KB)
32. Combinando modelos-Boy3zHVrWB4.en.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt (5.81 KB)
32. Combinando modelos-Boy3zHVrWB4.mp4 (4.73 MB)
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt (5.29 KB)
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt (4.64 KB)
32. Layers-pg99FkXYK0M.en.vtt (3.40 KB)
32. Layers-pg99FkXYK0M.ja-JP.vtt (3.70 KB)
32. Layers-pg99FkXYK0M.mp4 (3.11 MB)
32. Layers-pg99FkXYK0M.pt-BR.vtt (3.29 KB)
32. Layers-pg99FkXYK0M.zh-CN.vtt (3.04 KB)
32. Multiclass Classification-uNTtvxwfox0.en.vtt (2.08 KB)
32. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt (2.29 KB)
32. Multiclass Classification-uNTtvxwfox0.mp4 (1.88 MB)
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt (2.12 KB)
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt (1.82 KB)
32. Neural Network Architecture.html (14.30 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt (6.17 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt (7.05 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 (5.33 MB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt (6.76 KB)
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt (5.36 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt (1.97 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt (2.31 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 (1.72 MB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt (2.12 KB)
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt (1.69 KB)
33. Feedforward.html (10.67 KB)
34. Backpropagation V2-1SmY3TZTyUk.en.vtt (7.21 KB)
34. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt (7.49 KB)
34. Backpropagation V2-1SmY3TZTyUk.mp4 (6.52 MB)
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt (7.17 KB)
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt (6.39 KB)
34. Backpropagation.html (13.77 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt (3.41 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt (3.52 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 (3.31 MB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt (3.44 KB)
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt (2.91 KB)
34. Chain Rule-YAhIBOnbt54.en.vtt (1.65 KB)
34. Chain Rule-YAhIBOnbt54.ja-JP.vtt (1.64 KB)
34. Chain Rule-YAhIBOnbt54.mp4 (1.46 MB)
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt (1.73 KB)
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt (1.42 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt (6.16 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt (6.18 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 (5.69 MB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt (6.50 KB)
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt (5.05 KB)
35. Pre-Notebook Analyzing Student Data.html (10.19 KB)
36. Notebook Analyzing Student Data.html (9.56 KB)
37. Outro.html (8.97 KB)
index.html (6.98 KB)

img (16 files)

and-quiz.png (265.78 KB)
and-to-or.png (606.14 KB)
codecogseqn-43.gif (7.96 KB)
codecogseqn-49.gif (2.09 KB)
codecogseqn-58.gif (919.00 B)
codecogseqn-60-2.png (8.94 KB)
meme.png (209.05 KB)
or-quiz.png (393.62 KB)
perceptronquiz.png (93.69 KB)
points.png (63.17 KB)
screen-shot-2018-03-19-at-3.49.28-pm.png (471.61 KB)
screen-shot-2018-09-10-at-7.38.39-pm.png (296.26 KB)
sigmoid-derivative.gif (2.09 KB)
student-quiz.png (748.98 KB)
xor-quiz.png (94.14 KB)
xor.png (214.95 KB)

Part 09-Module 01-Lesson 01_Intro to Computer Vision (43 files)

01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt (1.90 KB)
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4 (7.77 MB)
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt (1.70 KB)
01. Welcome to Computer Vision.html (7.35 KB)
02. 02. What Is Vision-_99V1rUNFa4.en.vtt (2.02 KB)
02. 02. What Is Vision-_99V1rUNFa4.mp4 (6.75 MB)
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt (1.79 KB)
02. What is Vision.html (8.16 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt (1.43 KB)
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4 (4.60 MB)
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt (1.32 KB)
03. Role in AI.html (7.96 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt (2.71 KB)
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4 (11.19 MB)
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt (2.41 KB)
04. Computer Vision Applications.html (10.34 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt (2.30 KB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 (10.88 MB)
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt (2.02 KB)
05. Emotional Intelligence.html (7.66 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt (2.97 KB)
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4 (13.76 MB)
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt (2.63 KB)
06. Vision-based Emotion AI.html (6.22 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt (1.69 KB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 (2.79 MB)
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt (1.51 KB)
07. Computer Vision Pipeline.html (9.91 KB)
08. Quiz Pipeline Steps.html (9.57 KB)
09. 09. Training a Model-m4GVfwVkj74.en.vtt (2.98 KB)
09. 09. Training a Model-m4GVfwVkj74.mp4 (8.01 MB)
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt (2.59 KB)
09. Training a Model.html (8.85 KB)
10. AffdexMe Demo-dpFtXDqakvY.en.vtt (1.91 KB)
10. AffdexMe Demo-dpFtXDqakvY.mp4 (13.96 MB)
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt (1.64 KB)
10. AffdexMe Demo.html (6.80 KB)
11. Emotion as a Service-2jAP3rP3USM.en.vtt (887.00 B)
11. Emotion as a Service-2jAP3rP3USM.mp4 (3.60 MB)
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt (809.00 B)
11. Emotion as a Service.html (6.38 KB)
12. [Preview] Project Mimic Me!.html (17.28 KB)
index.html (5.00 KB)

img (15 files)

arpan-happy-emoji.png (1.62 MB)
arpan-happy-features.png (1.58 MB)
arpan-happy-results.png (1.62 MB)
arpan-shocked.png (1.38 MB)
screen-shot-2017-03-13-at-12.36.54-pm.png (193.00 KB)
screen-shot-2017-03-17-at-4.03.20-pm.png (451.90 KB)
screen-shot-2017-03-17-at-5.09.53-pm.png (1.62 MB)
screen-shot-2017-03-17-at-5.12.46-pm.png (305.85 KB)
screen-shot-2017-03-17-at-5.18.10-pm.png (1.27 MB)
screen-shot-2017-03-17-at-5.20.52-pm.png (821.42 KB)
screen-shot-2017-03-17-at-5.25.16-pm.png (979.06 KB)
screen-shot-2018-04-23-at-4.05.20-pm.png (289.67 KB)
screen-shot-2018-04-23-at-4.10.20-pm.png (716.56 KB)
screen-shot-2018-04-23-at-4.14.19-pm.png (395.38 KB)
stop-sign-classification.png (211.50 KB)

Part 10-Module 01-Lesson 01_Intro to NLP (51 files)

01. Intro Arpan-MW5MWOLj064.en.vtt (1.23 KB)
01. Intro Arpan-MW5MWOLj064.mp4 (3.44 MB)
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt (1.21 KB)
01. Introducing Arpan.html (6.27 KB)
02. NLP Overview.html (6.28 KB)
02. Welcome to NLP-g-AlFF61p0I.en.vtt (1.64 KB)
02. Welcome to NLP-g-AlFF61p0I.mp4 (4.97 MB)
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt (1.49 KB)
03. Structured Languages-NsmqUIHlk6U.en.vtt (1.79 KB)
03. Structured Languages-NsmqUIHlk6U.mp4 (5.36 MB)
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt (1.51 KB)
03. Structured Languages.html (9.33 KB)
04. Grammar-Jw3dA7xmoQ4.en.vtt (727.00 B)
04. Grammar-Jw3dA7xmoQ4.mp4 (2.14 MB)
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt (617.00 B)
04. Grammar.html (8.04 KB)
05. Unstructured Text-OmwSdaec5vU.en.vtt (1.74 KB)
05. Unstructured Text-OmwSdaec5vU.mp4 (4.63 MB)
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt (1.55 KB)
05. Unstructured Text.html (8.59 KB)
06. Counting Words.html (9.84 KB)
07. Context Is Everything.html (6.79 KB)
07. Context-J-4pfu2w1C0.en.vtt (2.12 KB)
07. Context-J-4pfu2w1C0.mp4 (4.62 MB)
07. Context-J-4pfu2w1C0.zh-CN.vtt (1.97 KB)
08. NLP and Pipelines.html (6.48 KB)
08. Natural Language Processing-UQBxJzoCp-I.en.vtt (1.17 KB)
08. Natural Language Processing-UQBxJzoCp-I.mp4 (3.39 MB)
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt (1.30 KB)
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt (1.03 KB)
09. How NLP Pipelines Work.html (6.47 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt (1.74 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 (1.28 MB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt (1.88 KB)
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt (1.53 KB)
10. Text Processing-pqheVyctkNQ.en.vtt (2.63 KB)
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Udacity – AI for Trading

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

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Complete Udacity – AI for Trading Course Index

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Udacity – AI for Trading

What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

Build a More Complete Trading Study Path

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What Is Included in the Udacity – AI for Trading Course?

What You Will Study

Complete Udacity – AI for Trading Course Index

Build a More Complete Trading Study Path

Choose from facts, not hype

Reviews

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