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Advances in Momentum Trading Strategies CourseWikia

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Files:
  1. Get Bonus Crypto Downloads Here.url 185 bytes
  2. 1. Free 1 Month MlFinLab License.html 3.2 KB
  3. 2. Join the Reading Group.html 2.9 KB
  4. 1. Paper Enhancing CS Strategies by Context-Aware LTR with Self-Attention.html 2.0 KB
  5. 10. Strategy Performance.mp4 36.0 MB
  6. 2. Introduction to an Advanced LTR Method.mp4 10.8 MB
  7. 3. Overview Paper.mp4 20.2 MB
  8. 4. Model Overview.mp4 18.4 MB
  9. 5. Backtest Method for CSM Strategy.mp4 19.1 MB
  10. 6. Enhancing the Ranking.mp4 48.5 MB
  11. 7. Context Aware Model and Encodings.mp4 62.3 MB
  12. 8. Transformer Architecture.mp4 68.3 MB
  13. 9. Experiment Methodology.mp4 13.1 MB
  14. 1. Introduction to a Century of Evidence.mp4 8.1 MB
  15. 2. Annotated Paper A Century of Evidence on Trend-Following Investing.html 1.0 KB
  16. 2.1 A Century of Evidence on Trend-Following Investing.pdf 1.9 MB
  17. 3. Types of Momentum Strategies.mp4 19.7 MB
  18. 4. Methodology.mp4 64.1 MB
  19. 5. Time Series Momentum.mp4 34.5 MB
  20. 6. Performance Over a Century.mp4 21.7 MB
  21. 7. Performance During Crisis Periods.mp4 20.9 MB
  22. 8. Performance in Different Economic Environments.mp4 43.6 MB
  23. 1. Introduction to Turning Points.mp4 18.3 MB
  24. 10. Dynamic Speed Selection.mp4 57.2 MB
  25. 11. Dynamic vs. Static Strategies.mp4 47.1 MB
  26. 2. Paper Momentum Turning Points.html 979 bytes
  27. 3. What Are Turning Points.mp4 40.2 MB
  28. 4. Defining Slow and Fast.mp4 9.3 MB
  29. 5. Slow and Fast Cycles.mp4 47.4 MB
  30. 6. The Effect of Noise and Persistence (Signal).mp4 41.4 MB
  31. 7. The Model.mp4 31.4 MB
  32. 8. Performance.mp4 63.5 MB
  33. 9. Beta and Alpha Decomposition.mp4 23.4 MB
  34. 1. Paper Trending Fast and Slow.html 1.2 KB
  35. 10. Application to the Broader Universe.mp4 51.7 MB
  36. 11. Conclusion.mp4 47.9 MB
  37. 2. Introduction to Trending Fast and Slow.mp4 3.8 MB
  38. 3. Theory.mp4 42.7 MB
  39. 4. Inisghts on the speeds (window periods).mp4 37.5 MB
  40. 5. Approaches to Risk Management.mp4 32.9 MB
  41. 6. Signal Construction.mp4 33.5 MB
  42. 7. Statistics of the S&P 500.mp4 19.3 MB
  43. 8. Momentum Under Different Regimes.mp4 114.6 MB
  44. 9. Sources of Out-Performance.mp4 53.5 MB
  45. 1. Annotated Paper The Impact of Volatility Targeting.html 1.3 KB
  46. 1.1 Annotated The Impact of Volatility Targeting.pdf 3.9 MB
  47. 2. Notebook Practical Build your Own Backtest.html 2.6 KB
  48. 3. Introduction to Volatility Targeting.mp4 40.9 MB
  49. 4. Key Concepts.mp4 34.1 MB
  50. 5. Findings and Data Sets.mp4 26.6 MB
  51. 6. Applying Volatility Targeting (Scaling).mp4 63.2 MB
  52. 7. Performance in Equities.mp4 107.1 MB
  53. 8. Performance in Bonds and Other Asset Classes.mp4 72.5 MB
  54. 9. Why Volatility Targeting Works.mp4 67.2 MB
  55. 1. Paper Enhancing Time Series Momentum Strategies Using Deep Neural Networks.html 1.3 KB
  56. 2. Code Deep Momentum Networks.html 446 bytes
  57. 2.1 Github Repo.html 112 bytes
  58. 3. Introduction to Deep Momentum Networks.mp4 15.9 MB
  59. 4. Insights on Momentum Strategies.mp4 29.3 MB
  60. 5. Landmark Paper Returns to Buying Winners and Selling Losers.html 916 bytes
  61. 6. Construction of Trading Signals.mp4 13.2 MB
  62. 7. Loss Function and Architecture.mp4 23.2 MB
  63. 8. The Data Used.mp4 17.6 MB
  64. 9. Performance Evaluation.mp4 51.3 MB
  65. 1. Paper Slow Momentum with Fast Reversion.html 2.0 KB
  66. 2. Code Advanced Deep Momentum Networks.html 432 bytes
  67. 3. Introduction Deep Mom Networks with Change Point Detection.mp4 18.3 MB
  68. 4. Momentum and Mean Reversion.mp4 44.7 MB
  69. 5. Change Point Detection.mp4 132.1 MB
  70. 6. Methodology.mp4 47.6 MB
  71. 7. Results.mp4 121.9 MB
  72. 8. Paper Trading with the Momentum Transformer.html 1.3 KB
  73. 9. Code Momentum Transformer.html 302 bytes
  74. 1. Paper Annotated Building Cross-Sectional Systematic Strategies By LTR.html 1.4 KB
  75. 1.1 Building Cross-Sectional Systematic Strategies.pdf 1.3 MB
  76. 10. Learning to build a LTR Strategy.mp4 8.8 MB
  77. 11. External Lecture Constructing Cross-sectional Systematic Strategies by LTR.html 316 bytes
  78. 11.1 Constructing Cross-sectional Systematic Strategies by Learning to Rank.html 182 bytes
  79. 12. External Lecture Learning to Rank by Sophie Watson.html 181 bytes
  80. 12.1 “Learning to Rank” by Sophie Watson.html 109 bytes
  81. 13. Python Library for LambdaMart Implementation.html 210 bytes
  82. 2. Introduction to Learning to Rank in Trading.mp4 24.5 MB
  83. 3. The Oxford MAN Institute.mp4 28.7 MB
  84. 4. Cross Sectional Momentum (CSM) Strategies.mp4 30.2 MB
  85. 5. Anatomy of a CSM Strategy.mp4 34.8 MB
  86. 6. Score Calculation.mp4 49.5 MB
  87. 7. What is Learning to Rank.mp4 24.3 MB
  88. 8. How to do it in Finance.mp4 42.9 MB
  89. 9. Performance Results.mp4 48.9 MB
  90. 1. Annotated Paper Dissecting Investment Strategies in the Cross Section....html 1.1 KB
  91. 1.1 Baz et al with annotations.pdf 784.0 KB
  92. 10. Results.mp4 74.1 MB
  93. 2. Introduction to Favourable Market Conditions.mp4 21.4 MB
  94. 3. Key Takeaways.mp4 7.6 MB
  95. 4. Carry Strategy.mp4 46.2 MB
  96. 5. Momentum Strategy.mp4 18.8 MB
  97. 6. Value Strategy.mp4 132.6 MB
  98. 7. Important - Valuable Insight! Signal Construction.mp4 26.9 MB
  99. 8. Code Use this Code to Create the Momentum Features.html 299 bytes
  100. 9. Portfolio Construction.mp4 16.1 MB
  101. Bonus Resources.txt 386 bytes

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