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[FreeCoursesOnline.Me] [Packt] Machine Learning for Algorithmic Trading Bots with Python [FCO]
magnet:?xt=urn:btih:8e9a2443e4f80d49757ba67c4be5a42b6b7d09fe&dn=[FreeCoursesOnline.Me] [Packt] Machine Learning for Algorithmic Trading Bots with Python [FCO]
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Hash值:
8e9a2443e4f80d49757ba67c4be5a42b6b7d09fe
点击数:
145
文件大小:
878.91 MB
文件数量:
26
创建日期:
2019-4-10 19:59
最后访问:
2024-7-12 22:40
访问标签:
FreeCoursesOnline
Me
Packt
Machine
Learning
for
Algorithmic
Trading
Bots
with
Python
FCO
文件列表详情
01.Building Your First Trading Bot/0101.The Course Overview.mp4 40.08 MB
01.Building Your First Trading Bot/0102.Introduction to Financial Machine Learning and Algorithmic Trading.mp4 31.32 MB
01.Building Your First Trading Bot/0103.Setting up the Environment.mp4 28.82 MB
01.Building Your First Trading Bot/0104.Project Skeleton Overview.mp4 20.97 MB
01.Building Your First Trading Bot/0105.Fetching and Understanding the Dataset.mp4 68.3 MB
01.Building Your First Trading Bot/0106.Build the Conventional Buy and Hold Strategy.mp4 24.84 MB
01.Building Your First Trading Bot/0107.Evaluate the Strategy’s Performance.mp4 35.16 MB
02.Design a Machine Learning Model/0201.Intuition behind Random Forests Algorithm.mp4 33.1 MB
02.Design a Machine Learning Model/0202.Build and Implement Random Forests Algorithm.mp4 51.78 MB
02.Design a Machine Learning Model/0203.Plug-in Random Forests Implementation into Your Bot.mp4 21.52 MB
02.Design a Machine Learning Model/0204.Evaluate Random Forest’s Performance.mp4 11.64 MB
03.Build a Trading Algorithm/0301.Introducing Online Algorithms.mp4 14.84 MB
03.Build a Trading Algorithm/0302.Getting Statistical Correlation.mp4 12.28 MB
03.Build a Trading Algorithm/0303.Implement Exploit Correlation Strategy.mp4 57.85 MB
03.Build a Trading Algorithm/0304.Evaluate the Strategy.mp4 17.54 MB
04.Design Advanced Machine Learning Model/0401.Ensemble Learning Theory.mp4 12.55 MB
04.Design Advanced Machine Learning Model/0402.Implementing GBoosting Using Python.mp4 36.93 MB
04.Design Advanced Machine Learning Model/0403.Evaluating the Model Performance.mp4 34.35 MB
05.Build Advanced Trading Algorithm/0501.Introduction to Scalpers Trading Strategy.mp4 18.55 MB
05.Build Advanced Trading Algorithm/0502.Implement Scalpers Trading Strategy.mp4 121.94 MB
05.Build Advanced Trading Algorithm/0503.Evaluate Scalpers Trading Strategy.mp4 24.62 MB
06.Model and Strategy Evaluation/0601.Introducing Value at Risk Backtest.mp4 40.39 MB
06.Model and Strategy Evaluation/0602.Implement Value at Risk Backtest.mp4 35.37 MB
06.Model and Strategy Evaluation/0603.Value at Risk with Machine Learning.mp4 7.99 MB
06.Model and Strategy Evaluation/0604.Implement VaR Using SVR.mp4 36.87 MB
06.Model and Strategy Evaluation/0605.Conclusion and Next steps..mp4 39.33 MB
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