COUPON: SUM33

UdacityAI for Trading v1.0.0 nd880 v1.0.0 Index:

 

📄 index.html (327.93 KB)

    📁 Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program

📄 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

📄 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)

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📄 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

📄 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

📄 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

📄 01. FAQ.html (6.10 KB)

📄 02. Support.html (5.60 KB)

📄 index.html (4.15 KB)

📁 img

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 momentum-quiz.jpeg (19.76 KB)

📁 Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

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

📁 Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy

📄 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

📄 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

📄 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

📄 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

📄 sml-chart.png (10.78 KB)

📄 var-diagram.jpg (77.34 KB)

📁 Part 01-Module 03-Lesson 04_Portfolio Optimization

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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)

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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)

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 mat-headshot.png (179.99 KB)

📁 Part 02-Module 02-Lesson 04_Recurrent Neural Networks

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 6485174133.gif (458.07 KB)

📄 6499079068.gif (445.94 KB)

📄 6509638772.gif (711.08 KB)

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📄 mat-leonard-circle.png (384.91 KB)

📁 Part 02-Module 05-Lesson 01_Intro to Backtesting

📄 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

📄 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

📄 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)

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📄 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

📄 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

📄 variance-decomp-1.png (74.31 KB)

📄 variance-decomp-2.png (115.22 KB)

📁 Part 02-Module 05-Lesson 04_Project 8 Backtesting

📄 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

📄 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

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

📁 Part 03-Module 01-Lesson 02_Data Types and Operators

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 mat-headshot.png (179.99 KB)

 

    📁 Part 06-Module 01-Lesson 02_Descriptive Statistics – Part II

📄 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

📄 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

📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 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

📄 48678737.gif (77.74 KB)

📄 48680638.gif (68.34 KB)

📄 48688787.gif (82.40 KB)

📄 48692636.gif (74.24 KB)

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📁 Part 06-Module 01-Lesson 04_Probability

📄 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)

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📄 02. Flipping Coins-lgUDXtUyLLg.ar.vtt (799.00 B)

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📄 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)

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📄 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

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📁 Part 06-Module 01-Lesson 05_Binomial Distribution

📄 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)

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📄 14. Binomial 5-yof0QiP2mzk.es-ES.vtt (219.00 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-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

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📁 Part 06-Module 01-Lesson 06_Conditional Probability

📄 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)

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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)

📄 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)

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📄 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)

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📄 12. Two Coins 2-hoVOT8qcQ7c.mp4 (10.92 MB)

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📄 12. Two Coins 2-tI0J14yQr1s.ar.vtt (1.04 KB)

📄 12. Two Coins 2-tI0J14yQr1s.en.vtt (798.00 B)

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📄 12. Two Coins 2-tI0J14yQr1s.mp4 (4.52 MB)

📄 12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt (702.00 B)

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📄 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)

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📄 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

📄 48271966.gif (86.74 KB)

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📁 Part 06-Module 01-Lesson 07_Bayes Rule

📄 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)

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📄 30. Sebastian At Home.html (10.84 KB)

📄 31. Learning Objectives – Conditional Probability.html (18.64 KB)

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📄 34. Learning from Sensor Data.html (12.38 KB)

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📄 36. Learning Objectives – Bayes’ Rule.html (17.23 KB)

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📄 screen-shot-2017-08-02-at-11.40.37-am.png (108.23 KB)

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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

📄 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

📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 04. Quadratics-1R44jvxIPJY.mp4 (7.29 MB)

📄 04. Quadratics-1R44jvxIPJY.pt-BR.vtt (1.35 KB)

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📄 04. Quadratics-GzRNoodJZxk.mp4 (863.99 KB)

📄 04. Quadratics-GzRNoodJZxk.pt-BR.vtt (593.00 B)

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📄 04. Quadratics.html (8.99 KB)

📄 05. Quadratics 2-HjpgML5zsUE.ar.vtt (1.18 KB)

📄 05. Quadratics 2-HjpgML5zsUE.en.vtt (879.00 B)

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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.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)

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📄 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.ar.vtt (974.00 B)

📄 06. Quadratics 3-YSMWpFM92S0.en.vtt (752.00 B)

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📄 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.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)

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📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 11. Minimum Value-LconwqN7hJs.ar.vtt (463.00 B)

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📄 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)

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📄 12. Normalizer-mQ_IjrtmmAk.mp4 (7.25 MB)

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📄 12. Normalizer.html (6.88 KB)

📄 13. Formula Summary-zqo1RJEHT_0.ar.vtt (2.60 KB)

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📄 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)

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📄 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)

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📄 14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt (1.34 KB)

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📄 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)

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📄 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)

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📄 15. Summary-VP-PMcgqhc8.mp4 (6.71 MB)

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📄 15. Summary.html (6.73 KB)

📄 index.html (5.00 KB)

📁 img

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📁 Part 06-Module 01-Lesson 10_Sampling distributions  and the Central Limit Theorem

📄 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)

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📄 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)

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📄 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

📄 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

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

📁 Part 06-Module 01-Lesson 12_Hypothesis Testing

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 meme.png (209.05 KB)

📄 spam.png (67.76 KB)

📄 spamham.png (135.09 KB)

📁 Part 07-Module 01-Lesson 03_Clustering

📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 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)

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📄 12. K-Means Clustering Visualization 3-WfwX3B4d8_I.mp4 (6.92 MB)

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📄 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)

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📄 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)

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📄 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)

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📄 17. Counterintuitive Clusters 2-xSQTzAeeoEc.ar.vtt (841.00 B)

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📄 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

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📄 meme.png (209.05 KB)

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📁 Part 07-Module 01-Lesson 04_Decision Trees

📄 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)

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📄 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

📄 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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📄 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

📄 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

📄 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

📄 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

📄 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

📄 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

📄 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)

 

      📄 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)

📁 assets

📁 css

📄 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

📄 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)

📄 KaTeX_Main-Bold.woff2 (29.90 KB)

📄 KaTeX_Main-BoldItalic.ttf (43.77 KB)

📄 KaTeX_Main-BoldItalic.woff (25.61 KB)

📄 KaTeX_Main-BoldItalic.woff2 (21.67 KB)

📄 KaTeX_Main-Italic.ttf (46.83 KB)

📄 KaTeX_Main-Italic.woff (26.56 KB)

📄 KaTeX_Main-Italic.woff2 (22.52 KB)

📄 KaTeX_Main-Regular.ttf (68.43 KB)

📄 KaTeX_Main-Regular.woff (38.52 KB)

📄 KaTeX_Main-Regular.woff2 (32.09 KB)

📄 KaTeX_Math-BoldItalic.ttf (38.81 KB)

📄 KaTeX_Math-BoldItalic.woff (22.65 KB)

📄 KaTeX_Math-BoldItalic.woff2 (19.57 KB)

📄 KaTeX_Math-Italic.ttf (40.48 KB)

📄 KaTeX_Math-Italic.woff (23.26 KB)

📄 KaTeX_Math-Italic.woff2 (19.95 KB)

📄 KaTeX_SansSerif-Bold.ttf (33.23 KB)

📄 KaTeX_SansSerif-Bold.woff (18.72 KB)

📄 KaTeX_SansSerif-Bold.woff2 (15.62 KB)

📄 KaTeX_SansSerif-Italic.ttf (30.57 KB)

📄 KaTeX_SansSerif-Italic.woff (17.70 KB)

📄 KaTeX_SansSerif-Italic.woff2 (14.86 KB)

📄 KaTeX_SansSerif-Regular.ttf (29.45 KB)

📄 KaTeX_SansSerif-Regular.woff (16.39 KB)

📄 KaTeX_SansSerif-Regular.woff2 (13.70 KB)

📄 KaTeX_Script-Regular.ttf (24.28 KB)

📄 KaTeX_Script-Regular.woff (13.53 KB)

📄 KaTeX_Script-Regular.woff2 (11.99 KB)

📄 KaTeX_Size1-Regular.ttf (12.86 KB)

📄 KaTeX_Size1-Regular.woff (6.82 KB)

📄 KaTeX_Size1-Regular.woff2 (5.69 KB)

📄 KaTeX_Size2-Regular.ttf (12.12 KB)

📄 KaTeX_Size2-Regular.woff (6.53 KB)

📄 KaTeX_Size2-Regular.woff2 (5.43 KB)

📄 KaTeX_Size3-Regular.ttf (8.16 KB)

📄 KaTeX_Size3-Regular.woff (4.66 KB)

📄 KaTeX_Size3-Regular.woff2 (3.77 KB)

📄 KaTeX_Size4-Regular.ttf (11.02 KB)

📄 KaTeX_Size4-Regular.woff (6.30 KB)

📄 KaTeX_Size4-Regular.woff2 (5.06 KB)

📄 KaTeX_Typewriter-Regular.ttf (35.46 KB)

📄 KaTeX_Typewriter-Regular.woff (20.43 KB)

📄 KaTeX_Typewriter-Regular.woff2 (17.13 KB)

📁 img

📄 udacimak.png (461.07 KB)

📁 js

📄 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)