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[FreeCoursesOnline.Me] [Packt] Machine Learning for Algorithmic Trading Bots with Python [FCO]

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视频 2019-4-10 19:59 2024-6-13 01:44 138 878.91 MB 26
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文件列表
  1. 01.Building Your First Trading Bot/0101.The Course Overview.mp440.08MB
  2. 01.Building Your First Trading Bot/0102.Introduction to Financial Machine Learning and Algorithmic Trading.mp431.32MB
  3. 01.Building Your First Trading Bot/0103.Setting up the Environment.mp428.82MB
  4. 01.Building Your First Trading Bot/0104.Project Skeleton Overview.mp420.97MB
  5. 01.Building Your First Trading Bot/0105.Fetching and Understanding the Dataset.mp468.3MB
  6. 01.Building Your First Trading Bot/0106.Build the Conventional Buy and Hold Strategy.mp424.84MB
  7. 01.Building Your First Trading Bot/0107.Evaluate the Strategy’s Performance.mp435.16MB
  8. 02.Design a Machine Learning Model/0201.Intuition behind Random Forests Algorithm.mp433.1MB
  9. 02.Design a Machine Learning Model/0202.Build and Implement Random Forests Algorithm.mp451.78MB
  10. 02.Design a Machine Learning Model/0203.Plug-in Random Forests Implementation into Your Bot.mp421.52MB
  11. 02.Design a Machine Learning Model/0204.Evaluate Random Forest’s Performance.mp411.64MB
  12. 03.Build a Trading Algorithm/0301.Introducing Online Algorithms.mp414.84MB
  13. 03.Build a Trading Algorithm/0302.Getting Statistical Correlation.mp412.28MB
  14. 03.Build a Trading Algorithm/0303.Implement Exploit Correlation Strategy.mp457.85MB
  15. 03.Build a Trading Algorithm/0304.Evaluate the Strategy.mp417.54MB
  16. 04.Design Advanced Machine Learning Model/0401.Ensemble Learning Theory.mp412.55MB
  17. 04.Design Advanced Machine Learning Model/0402.Implementing GBoosting Using Python.mp436.93MB
  18. 04.Design Advanced Machine Learning Model/0403.Evaluating the Model Performance.mp434.35MB
  19. 05.Build Advanced Trading Algorithm/0501.Introduction to Scalpers Trading Strategy.mp418.55MB
  20. 05.Build Advanced Trading Algorithm/0502.Implement Scalpers Trading Strategy.mp4121.94MB
  21. 05.Build Advanced Trading Algorithm/0503.Evaluate Scalpers Trading Strategy.mp424.62MB
  22. 06.Model and Strategy Evaluation/0601.Introducing Value at Risk Backtest.mp440.39MB
  23. 06.Model and Strategy Evaluation/0602.Implement Value at Risk Backtest.mp435.37MB
  24. 06.Model and Strategy Evaluation/0603.Value at Risk with Machine Learning.mp47.99MB
  25. 06.Model and Strategy Evaluation/0604.Implement VaR Using SVR.mp436.87MB
  26. 06.Model and Strategy Evaluation/0605.Conclusion and Next steps..mp439.33MB
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