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

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种子名称： [FreeCoursesOnline.Me] [Packt] Machine Learning for Algorithmic Trading Bots with Python [FCO]
文件类型：视频
文件数目： 26个文件
文件大小： 878.91 MB
收录时间： 2019-4-10 19:59
已经下载： 3次
资源热度： 180
最近下载： 2024-11-20 02:31

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

01.Building Your First Trading Bot/0101.The Course Overview.mp440.08MB

01.Building Your First Trading Bot/0102.Introduction to Financial Machine Learning and Algorithmic Trading.mp431.32MB

01.Building Your First Trading Bot/0103.Setting up the Environment.mp428.82MB

01.Building Your First Trading Bot/0104.Project Skeleton Overview.mp420.97MB

01.Building Your First Trading Bot/0105.Fetching and Understanding the Dataset.mp468.3MB

01.Building Your First Trading Bot/0106.Build the Conventional Buy and Hold Strategy.mp424.84MB

01.Building Your First Trading Bot/0107.Evaluate the Strategy’s Performance.mp435.16MB

02.Design a Machine Learning Model/0201.Intuition behind Random Forests Algorithm.mp433.1MB

02.Design a Machine Learning Model/0202.Build and Implement Random Forests Algorithm.mp451.78MB

02.Design a Machine Learning Model/0203.Plug-in Random Forests Implementation into Your Bot.mp421.52MB

02.Design a Machine Learning Model/0204.Evaluate Random Forest’s Performance.mp411.64MB

03.Build a Trading Algorithm/0301.Introducing Online Algorithms.mp414.84MB

03.Build a Trading Algorithm/0302.Getting Statistical Correlation.mp412.28MB

03.Build a Trading Algorithm/0303.Implement Exploit Correlation Strategy.mp457.85MB

03.Build a Trading Algorithm/0304.Evaluate the Strategy.mp417.54MB

04.Design Advanced Machine Learning Model/0401.Ensemble Learning Theory.mp412.55MB

04.Design Advanced Machine Learning Model/0402.Implementing GBoosting Using Python.mp436.93MB

04.Design Advanced Machine Learning Model/0403.Evaluating the Model Performance.mp434.35MB

05.Build Advanced Trading Algorithm/0501.Introduction to Scalpers Trading Strategy.mp418.55MB

05.Build Advanced Trading Algorithm/0502.Implement Scalpers Trading Strategy.mp4121.94MB

05.Build Advanced Trading Algorithm/0503.Evaluate Scalpers Trading Strategy.mp424.62MB

06.Model and Strategy Evaluation/0601.Introducing Value at Risk Backtest.mp440.39MB

06.Model and Strategy Evaluation/0602.Implement Value at Risk Backtest.mp435.37MB

06.Model and Strategy Evaluation/0603.Value at Risk with Machine Learning.mp47.99MB

06.Model and Strategy Evaluation/0604.Implement VaR Using SVR.mp436.87MB

06.Model and Strategy Evaluation/0605.Conclusion and Next steps..mp439.33MB