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[ FreeCryptoLearn.com ] Udemy - Advances In Momentum Trading Strategies
TORRENT SUMMARY
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Delve Deep into the World of Advanced Momentum Trading
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.
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.
Requirements:
Python Proficiency: Comfort with Python programming is key, as it's our primary tool for analysis and strategy development.
Market Savvy: A solid understanding of financial markets and trading principles will help you navigate the course content more effectively.
Mathematical Fluency: A strong ability to read and understand mathematical equations is crucial for grasping advanced concepts.
Foundation in Math & Statistics: Robust skills in linear algebra and statistics are essential, as they form the backbone of our trading strategies.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Useful Resources/1. Free 1 Month MlFinLab License.html
3.2 KB
~Get Your Files Here !/1. Useful Resources/2. Join the Reading Group.html
2.9 KB
~Get Your Files Here !/10. 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 KB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/10. Strategy Performance.mp4
36 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/2. Introduction to an Advanced LTR Method.mp4
10.8 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/3. Overview Paper.mp4
20.2 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/4. Model Overview.mp4
18.4 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/5. Backtest Method for CSM Strategy.mp4
19.1 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/6. Enhancing the Ranking.mp4
48.5 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/7. Context Aware Model and Encodings.mp4
62.3 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/8. Transformer Architecture.mp4
68.3 MB
~Get Your Files Here !/10. Enhancing Cross-Sectional Strategies by Context-Aware LTR with Self-Attention/9. Experiment Methodology.mp4
13.1 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/1. Introduction to a Century of Evidence.mp4
8.1 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/2. Annotated Paper A Century of Evidence on Trend-Following Investing.html
1 KB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/2.1 A Century of Evidence on Trend-Following Investing.pdf
1.9 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/3. Types of Momentum Strategies.mp4
19.7 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/4. Methodology.mp4
64.1 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/5. Time Series Momentum.mp4
34.5 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/6. Performance Over a Century.mp4
21.7 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/7. Performance During Crisis Periods.mp4
20.9 MB
~Get Your Files Here !/2. A Century of Evidence on Trend-Following Investing/8. Performance in Different Economic Environments.mp4
43.6 MB
~Get Your Files Here !/3. Momentum Turning Points/1. Introduction to Turning Points.mp4
18.3 MB
~Get Your Files Here !/3. Momentum Turning Points/10. Dynamic Speed Selection.mp4
57.2 MB
~Get Your Files Here !/3. Momentum Turning Points/11. Dynamic vs. Static Strategies.mp4
47.1 MB
~Get Your Files Here !/3. Momentum Turning Points/2. Paper Momentum Turning Points.html
979 B
~Get Your Files Here !/3. Momentum Turning Points/3. What Are Turning Points.mp4
40.2 MB
~Get Your Files Here !/3. Momentum Turning Points/4. Defining Slow and Fast.mp4
9.3 MB
~Get Your Files Here !/3. Momentum Turning Points/5. Slow and Fast Cycles.mp4
47.4 MB
~Get Your Files Here !/3. Momentum Turning Points/6. The Effect of Noise and Persistence (Signal).mp4
41.4 MB
~Get Your Files Here !/3. Momentum Turning Points/7. The Model.mp4
31.4 MB
~Get Your Files Here !/3. Momentum Turning Points/8. Performance.mp4
63.5 MB
~Get Your Files Here !/3. Momentum Turning Points/9. Beta and Alpha Decomposition.mp4
23.4 MB
~Get Your Files Here !/4. Trending Fast and Slow/1. Paper Trending Fast and Slow.html
1.2 KB
~Get Your Files Here !/4. Trending Fast and Slow/10. Application to the Broader Universe.mp4
51.7 MB
~Get Your Files Here !/4. Trending Fast and Slow/11. Conclusion.mp4
47.9 MB
~Get Your Files Here !/4. Trending Fast and Slow/2. Introduction to Trending Fast and Slow.mp4
3.8 MB
~Get Your Files Here !/4. Trending Fast and Slow/3. Theory.mp4
42.7 MB
~Get Your Files Here !/4. Trending Fast and Slow/4. Inisghts on the speeds (window periods).mp4
37.5 MB
~Get Your Files Here !/4. Trending Fast and Slow/5. Approaches to Risk Management.mp4
32.9 MB
~Get Your Files Here !/4. Trending Fast and Slow/6. Signal Construction.mp4
33.5 MB
~Get Your Files Here !/4. Trending Fast and Slow/7. Statistics of the S&P 500.mp4
19.3 MB
~Get Your Files Here !/4. Trending Fast and Slow/8. Momentum Under Different Regimes.mp4
114.6 MB
~Get Your Files Here !/4. Trending Fast and Slow/9. Sources of Out-Performance.mp4
53.5 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/1. Annotated Paper The Impact of Volatility Targeting.html
1.3 KB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/1.1 Annotated The Impact of Volatility Targeting.pdf
3.9 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/2. Notebook Practical Build your Own Backtest.html
2.6 KB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/3. Introduction to Volatility Targeting.mp4
40.9 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/4. Key Concepts.mp4
34.1 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/5. Findings and Data Sets.mp4
26.6 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/6. Applying Volatility Targeting (Scaling).mp4
63.2 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/7. Performance in Equities.mp4
107.1 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/8. Performance in Bonds and Other Asset Classes.mp4
72.5 MB
~Get Your Files Here !/5. Position Sizing Volatility Targeting/9. Why Volatility Targeting Works.mp4
67.2 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/1. Paper Enhancing Time Series Momentum Strategies Using Deep Neural Networks.html
1.3 KB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/2. Code Deep Momentum Networks.html
446 B
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/2.1 Github Repo.html
112 B
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/3. Introduction to Deep Momentum Networks.mp4
15.9 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/4. Insights on Momentum Strategies.mp4
29.3 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/5. Landmark Paper Returns to Buying Winners and Selling Losers.html
916 B
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/6. Construction of Trading Signals.mp4
13.2 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/7. Loss Function and Architecture.mp4
23.2 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/8. The Data Used.mp4
17.6 MB
~Get Your Files Here !/6. Introduction to Deep Momentum Networks (Time Series Momentum Strategies)/9. Performance Evaluation.mp4
51.3 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/1. Paper Slow Momentum with Fast Reversion.html
2 KB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/2. Code Advanced Deep Momentum Networks.html
432 B
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/3. Introduction Deep Mom Networks with Change Point Detection.mp4
18.3 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/4. Momentum and Mean Reversion.mp4
44.7 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/5. Change Point Detection.mp4
132.1 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/6. Methodology.mp4
47.6 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/7. Results.mp4
121.9 MB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/8. Paper Trading with the Momentum Transformer.html
1.3 KB
~Get Your Files Here !/7. Advanced Deep Momentum Networks with Change Point Detection/9. Code Momentum Transformer.html
302 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/1. Paper Annotated Building Cross-Sectional Systematic Strategies By LTR.html
1.4 KB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/1.1 Building Cross-Sectional Systematic Strategies.pdf
1.3 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/10. Learning to build a LTR Strategy.mp4
8.8 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/11. External Lecture Constructing Cross-sectional Systematic Strategies by LTR.html
316 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/11.1 Constructing Cross-sectional Systematic Strategies by Learning to Rank.html
182 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/12. External Lecture Learning to Rank by Sophie Watson.html
181 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/12.1 “Learning to Rank” by Sophie Watson.html
109 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/13. Python Library for LambdaMart Implementation.html
210 B
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/2. Introduction to Learning to Rank in Trading.mp4
24.5 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/3. The Oxford MAN Institute.mp4
28.7 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/4. Cross Sectional Momentum (CSM) Strategies.mp4
30.2 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/5. Anatomy of a CSM Strategy.mp4
34.8 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/6. Score Calculation.mp4
49.5 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/7. What is Learning to Rank.mp4
24.3 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/8. How to do it in Finance.mp4
42.9 MB
~Get Your Files Here !/8. Cross-Sectional Momentum Strategies with Learning to Rank/9. Performance Results.mp4
48.9 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/1. Annotated Paper Dissecting Investment Strategies in the Cross Section....html
1.1 KB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/1.1 Baz et al with annotations.pdf
784 KB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/10. Results.mp4
74.1 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/2. Introduction to Favourable Market Conditions.mp4
21.4 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/3. Key Takeaways.mp4
7.6 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/4. Carry Strategy.mp4
46.2 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/5. Momentum Strategy.mp4
18.8 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/6. Value Strategy.mp4
132.6 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/7. Important - Valuable Insight! Signal Construction.mp4
26.9 MB
~Get Your Files Here !/9. Market Conditions that Favor Strategies/8. Code Use this Code to Create the Momentum Features.html
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