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[ CourseWikia.com ] USC.EDU - Practical Python for Algorithmic Trading
magnet:?xt=urn:btih:0e12018fe0a27cf5cf25046c5ef881b8a6adc0e4&dn=[ CourseWikia.com ] USC.EDU - Practical Python for Algorithmic Trading
磁力链接详情
Hash值:
0e12018fe0a27cf5cf25046c5ef881b8a6adc0e4
点击数:
33
文件大小:
324.71 MB
文件数量:
27
创建日期:
2024-3-6 16:16
最后访问:
2024-5-18 08:33
访问标签:
CourseWikia
com
USC
EDU
-
Practical
Python
for
Algorithmic
Trading
文件列表详情
~Get Your Files Here !/01 - Introduction/01 - Algorithmic trading using machine learning.mp4 2.19 MB
~Get Your Files Here !/01 - Introduction/02 - Maximize your learning.mp4 7.67 MB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/01 - Download and export data.mp4 16.98 MB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/02 - Filter rows and create columns for trading strategies.mp4 17.27 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/01 - Compute machine learning classification model.mp4 25.65 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/02 - First configurations of the strategy class.mp4 12.76 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/03 - Simulate the investment strategy step by step.mp4 12.68 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/04 - Run the backtest on the strategy.mp4 12.92 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/05 - Challenge Backtest with other tickers.mp4 11.91 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/01 - Compute machine learning regression model.mp4 8.96 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/02 - How to evaluate regression models.mp4 12.21 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/03 - Configure and run the backtest with the regression model.mp4 5.41 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/04 - How to interpret the backtesting dashboard.mp4 15.86 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/01 - Optimizing strategy parameters.mp4 13.5 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/02 - Pandas reporting with heatmaps.mp4 7.46 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/03 - Smart optimization to save computing time.mp4 12.89 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/04 - Challenge Optimization with other datasets.mp4 11.23 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/01 - Why machine learning models overfit the data.mp4 12.67 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/02 - How to train models within the backtest.mp4 8.59 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/03 - Challenge Train test with other tickers.mp4 9.87 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/04 - Walk forward validation in machine learning.mp4 27.24 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/05 - Anchored walk forward validation in backtesting.mp4 17.61 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/06 - Create library for backtesting strategies.mp4 9.53 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/07 - Interpret reports from walk forward validation approaches.mp4 3.01 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/08 - Challenge Walk forward with other tickers.mp4 14.91 MB
~Get Your Files Here !/07 - Conclusion/01 - Course summary.mp4 12.44 MB
~Get Your Files Here !/07 - Conclusion/02 - What's next.mp4 1.31 MB
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