What is Advances in Momentum Trading Strategies for Cheap?

Advances in Momentum Trading Strategies is a comprehensive and in-depth course designed for graduate-level students and seasoned professionals. This course offers a unique blend of theory, practical application, and cutting-edge research, enabling participants to master the intricacies of momentum trading across various market conditions.

What you’ll learn

• Master Momentum Profits: Explore a century of profitable trend-following strategies and their evolution.

• Unlock Momentum Turning Points: Learn to detect and profit from key market changes.

• Exploit different volatility regimes, to dynamically swap between fast and slow parameters, to increase profits and improve the sharpe ratio.

• Smart Position Sizing: Use Volatility Targeting to enhance Sharpe Ratio and returns across assets.

• Learn how natural language processing (NLP) is used on news sources to construct sentiment signals and how to build time series momentum strategies.

• Deep Momentum Strategies: Discover advanced time-series tactics using deep learning.

• Rank with Precision: Apply Learning to Rank algorithms for superior cross-sectional momentum strategies.

• Forecast with Insight: Integrate crucial features into ML models for more accurate market predictions.

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Advances in Momentum Trading Strategies Index:

 

📂  1. Useful Resources

📄 1. Free 1 Month MlFinLab License.html (3.52 KB)

📄 2. Join the Reading Group.html (2.86 KB)

 

📂  10. Harnessing News Sentiment for FX Futures Strategies

📄 1. Introduction to RavenPack.html (1.69 KB)

📄 2. Case Study Harnessing News Sentiment for FX Futures Strategies by RavenPack.html (711.00 B)

📄 2.1 RavenPack-White-Paper-Harnessing-News-Sentiment-for-FX-Futures-Strategies_147D20D27 ANNOTATED.pdf (4.82 MB)

📄 3. Introduction to News Sentiment.mp4 (6.87 MB)

📄 3. Introduction to News Sentiment.srt (1.70 KB)

📄 4. Methodology – Trend Following and Mean Reversion.mp4 (130.62 MB)

📄 4. Methodology – Trend Following and Mean Reversion.srt (21.44 KB)

📄 5. Results.mp4 (87.47 MB)

📄 5. Results.srt (13.98 KB)

📄 6. Conclusion.mp4 (7.07 MB)

📄 6. Conclusion.srt (2.91 KB)

 

📂  11. Introducing the Oxford MAN Institute (Research Group)

📄 1. Introducing the Research Group and their Industry Partners.html (1.97 KB)

 

📂  12. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)

📄 1. Paper Enhancing Time Series Momentum Strategies Using Deep Neural Networks.html (1.25 KB)

📄 10. OMI Lecture on Deep Momentum Networks.html (1.63 KB)

📄 2. Code Deep Momentum Networks.html (446.00 B)

📄 2.1 Github Repo.html (112.00 B)

📄 3. Introduction to Deep Momentum Networks.mp4 (10.36 MB)

📄 3. Introduction to Deep Momentum Networks.srt (2.81 KB)

📄 4. Insights on Momentum Strategies.mp4 (17.27 MB)

📄 4. Insights on Momentum Strategies.srt (6.04 KB)

📄 5. Landmark Paper Returns to Buying Winners and Selling Losers.html (916.00 B)

📄 6. Construction of Trading Signals.mp4 (9.99 MB)

📄 6. Construction of Trading Signals.srt (4.77 KB)

📄 7. Loss Function and Architecture.mp4 (14.01 MB)

📄 7. Loss Function and Architecture.srt (4.97 KB)

📄 8. The Data Used.mp4 (11.99 MB)

📄 8. The Data Used.srt (4.69 KB)

📄 9. Performance Evaluation.mp4 (68.38 MB)

📄 9. Performance Evaluation.srt (12.22 KB)

 

📂  13. Advanced Deep Momentum Networks with Change Point Detection

📄 1. Paper Slow Momentum with Fast Reversion.html (2.04 KB)

📄 2. Code Advanced Deep Momentum Networks.html (432.00 B)

📄 3. Introduction Deep Mom Networks with Change Point Detection.mp4 (9.29 MB)

📄 3. Introduction Deep Mom Networks with Change Point Detection.srt (3.23 KB)

📄 4. Momentum and Mean Reversion.mp4 (24.91 MB)

📄 4. Momentum and Mean Reversion.srt (9.08 KB)

📄 5. Change Point Detection.mp4 (70.08 MB)

📄 5. Change Point Detection.srt (20.63 KB)

📄 6. Methodology.mp4 (32.03 MB)

📄 6. Methodology.srt (7.44 KB)

📄 7. Results.mp4 (79.98 MB)

📄 7. Results.srt (18.29 KB)

📄 8. Paper Trading with the Momentum Transformer.html (1.32 KB)

📄 9. Code Momentum Transformer.html (302.00 B)

 

📂  14. Cross-Sectional Momentum Strategies with Learning to Rank

📄 1. Paper Annotated Building Cross-Sectional Systematic Strategies By LTR.html (1.44 KB)

📄 1.1 Building Cross-Sectional Systematic Strategies.pdf (1.32 MB)

📄 10. Performance Results.mp4 (40.42 MB)

📄 10. Performance Results.srt (9.51 KB)

📄 11. Learning to build a LTR Strategy.mp4 (4.65 MB)

📄 11. Learning to build a LTR Strategy.srt (1.71 KB)

📄 12. External Lecture Constructing Cross-sectional Systematic Strategies by LTR.html (316.00 B)

📄 12.1 Constructing Cross-sectional Systematic Strategies by Learning to Rank.html (182.00 B)

📄 13. External Lecture Learning to Rank by Sophie Watson.html (181.00 B)

📄 13.1 “Learning to Rank” by Sophie Watson.html (109.00 B)

📄 14. Python Library for LambdaMart Implementation.html (210.00 B)

📄 2. Transfer Ranking in Finance by Daniel Poh.html (671.00 B)

📄 3. Introduction to Learning to Rank in Trading.mp4 (11.83 MB)

📄 3. Introduction to Learning to Rank in Trading.srt (3.68 KB)

📄 4. The Oxford MAN Institute.mp4 (15.74 MB)

📄 4. The Oxford MAN Institute.srt (6.78 KB)

📄 5. Cross Sectional Momentum (CSM) Strategies.mp4 (15.94 MB)

📄 5. Cross Sectional Momentum (CSM) Strategies.srt (4.66 KB)

📄 6. Anatomy of a CSM Strategy.mp4 (22.86 MB)

📄 6. Anatomy of a CSM Strategy.srt (7.01 KB)

📄 7. Score Calculation.mp4 (34.00 MB)

📄 7. Score Calculation.srt (8.63 KB)

📄 8. What is Learning to Rank.mp4 (26.56 MB)

📄 8. What is Learning to Rank.srt (5.76 KB)

📄 9. How to do it in Finance.mp4 (22.94 MB)

📄 9. How to do it in Finance.srt (9.25 KB)

 

📂  15. Market Conditions that Favor Strategies

📄 1. Annotated Paper Dissecting Investment Strategies in the Cross Section….html (1.07 KB)

📄 1.1 Baz et al with annotations.pdf (784.69 KB)

📄 10. Results.mp4 (49.11 MB)

📄 10. Results.srt (8.78 KB)

📄 2. Introduction to Favourable Market Conditions.mp4 (10.91 MB)

📄 2. Introduction to Favourable Market Conditions.srt (2.42 KB)

📄 3. Key Takeaways.mp4 (4.38 MB)

📄 3. Key Takeaways.srt (1.05 KB)

📄 4. Carry Strategy.mp4 (50.97 MB)

📄 4. Carry Strategy.srt (8.86 KB)

📄 5. Momentum Strategy.mp4 (11.37 MB)

📄 5. Momentum Strategy.srt (3.27 KB)

📄 6. Value Strategy.mp4 (84.88 MB)

📄 6. Value Strategy.srt (18.52 KB)

📄 7. Important – Valuable Insight!   Signal Construction.mp4 (14.33 MB)

📄 7. Important – Valuable Insight!   Signal Construction.srt (3.10 KB)

📄 8. Code Use this Code to Create the Momentum Features.html (299.00 B)

📄 9. Portfolio Construction.mp4 (10.57 MB)

📄 9. Portfolio Construction.srt (1.64 KB)

 

📂  16. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention

📄 1. Paper Enhancing CS Strategies by Context-Aware LTR with Self-Attention.html (2.01 KB)

📄 10. Strategy Performance.mp4 (23.99 MB)

📄 10. Strategy Performance.srt (5.87 KB)

📄 2. Introduction to an Advanced LTR Method.mp4 (5.43 MB)

📄 2. Introduction to an Advanced LTR Method.srt (1.18 KB)

📄 3. Overview Paper.mp4 (12.71 MB)

📄 3. Overview Paper.srt (4.28 KB)

📄 4. Model Overview.mp4 (10.07 MB)

📄 4. Model Overview.srt (3.39 KB)

📄 5. Backtest Method for CSM Strategy.mp4 (13.37 MB)

📄 5. Backtest Method for CSM Strategy.srt (2.95 KB)

📄 6. Enhancing the Ranking.mp4 (69.92 MB)

📄 6. Enhancing the Ranking.srt (6.99 KB)

📄 7. Context Aware Model and Encodings.mp4 (69.72 MB)

📄 7. Context Aware Model and Encodings.srt (8.33 KB)

📄 8. Transformer Architecture.mp4 (47.95 MB)

📄 8. Transformer Architecture.srt (13.11 KB)

📄 9. Experiment Methodology.mp4 (7.23 MB)

📄 9. Experiment Methodology.srt (2.87 KB)

 

📂  2. An Overview of CTA Momentum Strategies by MAN AHL

📄 1. Lecture Series by AHL on CTA Momentum Strategies.html (5.74 KB)

 

📂  3. A Century of Evidence on Trend-Following Investing

📄 1. Introduction to a Century of Evidence.mp4 (6.85 MB)

📄 1. Introduction to a Century of Evidence.srt (1.74 KB)

📄 2. Annotated Paper A Century of Evidence on Trend-Following Investing.html (1.00 KB)

📄 2.1 A Century of Evidence on Trend-Following Investing.pdf (1.88 MB)

📄 3. Types of Momentum Strategies.mp4 (10.11 MB)

📄 3. Types of Momentum Strategies.srt (2.95 KB)

📄 4. Methodology.mp4 (40.19 MB)

📄 4. Methodology.srt (16.48 KB)

📄 5. Time Series Momentum.mp4 (17.32 MB)

📄 5. Time Series Momentum.srt (5.14 KB)

📄 6. Performance Over a Century.mp4 (12.94 MB)

📄 6. Performance Over a Century.srt (4.50 KB)

📄 7. Performance During Crisis Periods.mp4 (11.93 MB)

📄 7. Performance During Crisis Periods.srt (3.85 KB)

📄 8. Performance in Different Economic Environments.mp4 (24.63 MB)

📄 8. Performance in Different Economic Environments.srt (7.67 KB)

 

📂  4. The AHL Story – for the First Time Ever!

📄 1. Introducing Man AHL.html (2.46 KB)

📄 2. Podcast – The AHL Story Top Traders Unplugged.html (5.64 KB)

 

📂  5. Momentum Turning Points

📄 1. Introduction to Turning Points.mp4 (11.42 MB)

📄 1. Introduction to Turning Points.srt (3.91 KB)

📄 10. Dynamic Speed Selection.mp4 (31.90 MB)

📄 10. Dynamic Speed Selection.srt (8.90 KB)

📄 11. Dynamic vs. Static Strategies.mp4 (56.11 MB)

📄 11. Dynamic vs. Static Strategies.srt (5.34 KB)

📄 12. Case Study Why the Achilles Heel of Momentum Strategies Poses a Risk.html (975.00 B)

📄 2. Paper Momentum Turning Points.html (1.12 KB)

📄 3. What Are Turning Points.mp4 (22.55 MB)

📄 3. What Are Turning Points.srt (6.25 KB)

📄 4. Defining Slow and Fast.mp4 (4.86 MB)

📄 4. Defining Slow and Fast.srt (1.48 KB)

📄 5. Slow and Fast Cycles.mp4 (25.25 MB)

📄 5. Slow and Fast Cycles.srt (7.96 KB)

📄 6. The Effect of Noise and Persistence (Signal).mp4 (21.94 MB)

📄 6. The Effect of Noise and Persistence (Signal).srt (6.87 KB)

📄 7. The Model.mp4 (61.05 MB)

📄 7. The Model.srt (3.97 KB)

📄 8. Performance.mp4 (42.20 MB)

📄 8. Performance.srt (10.13 KB)

📄 9. Beta and Alpha Decomposition.mp4 (12.51 MB)

📄 9. Beta and Alpha Decomposition.srt (4.17 KB)

 

📂  6. Introduction to Winton Capital

📄 1. Introduction to Winton Capital.html (3.45 KB)

📄 2. David Harding Talks to Bloomberg.html (4.46 KB)

 

📂  7. Trending Fast and Slow

📄 1. Paper Trending Fast and Slow.html (1.24 KB)

📄 10. Application to the Broader Universe.mp4 (33.89 MB)

📄 10. Application to the Broader Universe.srt (7.92 KB)

📄 11. Conclusion.mp4 (30.41 MB)

📄 11. Conclusion.srt (6.69 KB)

📄 12. Case Study Paid to be Paranoid Trending, Fast and Slow.html (443.00 B)

📄 12.1 Paid to be Paranoid Trending Fast and Slow.pdf (1.38 MB)

📄 2. Introduction to Trending Fast and Slow.mp4 (1.77 MB)

📄 2. Introduction to Trending Fast and Slow.srt (487.00 B)

📄 3. Theory.mp4 (49.07 MB)

📄 3. Theory.srt (6.19 KB)

📄 4. Inisghts on the speeds (window periods).mp4 (19.50 MB)

📄 4. Inisghts on the speeds (window periods).srt (6.55 KB)

📄 5. Approaches to Risk Management.mp4 (17.63 MB)

📄 5. Approaches to Risk Management.srt (5.88 KB)

📄 6. Signal Construction.mp4 (20.74 MB)

📄 6. Signal Construction.srt (5.33 KB)

📄 7. Statistics of the S&P 500.mp4 (10.17 MB)

📄 7. Statistics of the S&P 500.srt (2.90 KB)

📄 8. Momentum Under Different Regimes.mp4 (53.89 MB)

📄 8. Momentum Under Different Regimes.srt (15.69 KB)

📄 9. Sources of Out-Performance.mp4 (33.76 MB)

📄 9. Sources of Out-Performance.srt (8.11 KB)

 

📂  8. The Hedge Fund Journal CTA and Discretionary Trader Awards 2023

📄 1. The Hedge Fund Journal CTA and Discretionary Trader Awards 2023.html (6.43 KB)

 

📂  9. Position Sizing Volatility Targeting

📄 1. Annotated Paper The Impact of Volatility Targeting.html (1.32 KB)

📄 1.1 Annotated The Impact of Volatility Targeting.pdf (3.88 MB)

📄 10. Case Study Volatility is Back – Better to Target Returns or Target Risk.html (807.00 B)

📄 11. Case Study We See Risk Where Others May Not.html (725.00 B)

📄 2. Notebook Practical Build your Own Backtest.html (2.59 KB)

📄 3. Introduction to Volatility Targeting.mp4 (19.44 MB)

📄 3. Introduction to Volatility Targeting.srt (5.90 KB)

📄 4. Key Concepts.mp4 (23.55 MB)

📄 4. Key Concepts.srt (5.99 KB)

📄 5. Findings and Data Sets.mp4 (13.83 MB)

📄 5. Findings and Data Sets.srt (3.38 KB)

📄 6. Applying Volatility Targeting (Scaling).mp4 (36.73 MB)

📄 6. Applying Volatility Targeting (Scaling).srt (13.74 KB)

📄 7. Performance in Equities.mp4 (71.99 MB)

📄 7. Performance in Equities.srt (16.68 KB)

📄 8. Performance in Bonds and Other Asset Classes.mp4 (38.65 MB)

📄 8. Performance in Bonds and Other Asset Classes.srt (10.49 KB)

📄 9. Why Volatility Targeting Works.mp4 (79.15 MB)

📄 9. Why Volatility Targeting Works.srt (9.34 KB)

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