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[ CourseWikia.com ] USC.EDU - Practical Python for Algorithmic Trading

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2023-10-19

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CourseWikia com USC EDU Practical Python for Algorithmic Trading

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magnet:?xt=urn:btih:0E12018FE0A27CF5CF25046C5EF881B8A6ADC0E4&dn=%5B%20CourseWikia.com%20%5D%20USC.EDU%20-%20Practical%20Python%20for%20Algorithmic%20Trading

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File Name

Size

Get Bonus Downloads Here.url

181B

~Get Your Files Here !/01 - Introduction/01 - Algorithmic trading using machine learning.mp4

2.19MB

~Get Your Files Here !/01 - Introduction/01 - Algorithmic trading using machine learning.srt

1.08KB

~Get Your Files Here !/01 - Introduction/02 - Maximize your learning.mp4

7.67MB

~Get Your Files Here !/01 - Introduction/02 - Maximize your learning.srt

4.58KB

~Get Your Files Here !/02 - 1. Working with Stock Market Data/01 - Download and export data.mp4

16.98MB

~Get Your Files Here !/02 - 1. Working with Stock Market Data/01 - Download and export data.srt

7.35KB

~Get Your Files Here !/02 - 1. Working with Stock Market Data/02 - Filter rows and create columns for trading strategies.mp4

17.27MB

~Get Your Files Here !/02 - 1. Working with Stock Market Data/02 - Filter rows and create columns for trading strategies.srt

7.01KB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/01 - Compute machine learning classification model.mp4

25.65MB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/01 - Compute machine learning classification model.srt

12.61KB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/02 - First configurations of the strategy class.mp4

12.76MB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/02 - First configurations of the strategy class.srt

5.39KB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/03 - Simulate the investment strategy step by step.mp4

12.68MB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/03 - Simulate the investment strategy step by step.srt

5.17KB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/04 - Run the backtest on the strategy.mp4

12.92MB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/04 - Run the backtest on the strategy.srt

5.07KB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/05 - Challenge Backtest with other tickers.mp4

11.91MB

~Get Your Files Here !/03 - 2. Backtesting with Classification Models/05 - Challenge Backtest with other tickers.srt

5.51KB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/01 - Compute machine learning regression model.mp4

8.96MB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/01 - Compute machine learning regression model.srt

3.41KB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/02 - How to evaluate regression models.mp4

12.21MB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/02 - How to evaluate regression models.srt

5.57KB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/03 - Configure and run the backtest with the regression model.mp4

5.41MB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/03 - Configure and run the backtest with the regression model.srt

2.39KB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/04 - How to interpret the backtesting dashboard.mp4

15.86MB

~Get Your Files Here !/04 - 3. Backtesting with Regression Models/04 - How to interpret the backtesting dashboard.srt

6.45KB

~Get Your Files Here !/05 - 4. Backtesting Optimization/01 - Optimizing strategy parameters.mp4

13.5MB

~Get Your Files Here !/05 - 4. Backtesting Optimization/01 - Optimizing strategy parameters.srt

6.57KB

~Get Your Files Here !/05 - 4. Backtesting Optimization/02 - Pandas reporting with heatmaps.mp4

7.46MB

~Get Your Files Here !/05 - 4. Backtesting Optimization/02 - Pandas reporting with heatmaps.srt

2.67KB

~Get Your Files Here !/05 - 4. Backtesting Optimization/03 - Smart optimization to save computing time.mp4

12.89MB

~Get Your Files Here !/05 - 4. Backtesting Optimization/03 - Smart optimization to save computing time.srt

5.77KB

~Get Your Files Here !/05 - 4. Backtesting Optimization/04 - Challenge Optimization with other datasets.mp4

11.23MB

~Get Your Files Here !/05 - 4. Backtesting Optimization/04 - Challenge Optimization with other datasets.srt

5.43KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/01 - Why machine learning models overfit the data.mp4

12.67MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/01 - Why machine learning models overfit the data.srt

5.58KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/02 - How to train models within the backtest.mp4

8.59MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/02 - How to train models within the backtest.srt

3.65KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/03 - Challenge Train test with other tickers.mp4

9.87MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/03 - Challenge Train test with other tickers.srt

4.28KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/04 - Walk forward validation in machine learning.mp4

27.24MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/04 - Walk forward validation in machine learning.srt

11.52KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/05 - Anchored walk forward validation in backtesting.mp4

17.61MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/05 - Anchored walk forward validation in backtesting.srt

7.65KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/06 - Create library for backtesting strategies.mp4

9.53MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/06 - Create library for backtesting strategies.srt

3.26KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/07 - Interpret reports from walk forward validation approaches.mp4

3.01MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/07 - Interpret reports from walk forward validation approaches.srt

1.62KB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/08 - Challenge Walk forward with other tickers.mp4

14.91MB

~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/08 - Challenge Walk forward with other tickers.srt

7.17KB

~Get Your Files Here !/07 - Conclusion/01 - Course summary.mp4

12.44MB

~Get Your Files Here !/07 - Conclusion/01 - Course summary.srt

10.6KB

~Get Your Files Here !/07 - Conclusion/02 - What's next.mp4

1.31MB

~Get Your Files Here !/07 - Conclusion/02 - What's next.srt

1.6KB

~Get Your Files Here !/Bonus Resources.txt

386B

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