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

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File Name
Size
Get Bonus Downloads Here.url
181 B
~Get Your Files Here !/01 - Introduction/01 - Algorithmic trading using machine learning.mp4
2.2 MB
~Get Your Files Here !/01 - Introduction/01 - Algorithmic trading using machine learning.srt
1.1 kB
~Get Your Files Here !/01 - Introduction/02 - Maximize your learning.mp4
7.7 MB
~Get Your Files Here !/01 - Introduction/02 - Maximize your learning.srt
4.6 kB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/01 - Download and export data.mp4
17 MB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/01 - Download and export data.srt
7.3 kB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/02 - Filter rows and create columns for trading strategies.mp4
17 MB
~Get Your Files Here !/02 - 1. Working with Stock Market Data/02 - Filter rows and create columns for trading strategies.srt
7.0 kB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/01 - Compute machine learning classification model.mp4
26 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/01 - Compute machine learning classification model.srt
13 kB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/02 - First configurations of the strategy class.mp4
13 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/02 - First configurations of the strategy class.srt
5.4 kB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/03 - Simulate the investment strategy step by step.mp4
13 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/03 - Simulate the investment strategy step by step.srt
5.2 kB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/04 - Run the backtest on the strategy.mp4
13 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/04 - Run the backtest on the strategy.srt
5.1 kB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/05 - Challenge Backtest with other tickers.mp4
12 MB
~Get Your Files Here !/03 - 2. Backtesting with Classification Models/05 - Challenge Backtest with other tickers.srt
5.5 kB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/01 - Compute machine learning regression model.mp4
9.0 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/01 - Compute machine learning regression model.srt
3.4 kB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/02 - How to evaluate regression models.mp4
12 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/02 - How to evaluate regression models.srt
5.6 kB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/03 - Configure and run the backtest with the regression model.mp4
5.4 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/03 - Configure and run the backtest with the regression model.srt
2.4 kB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/04 - How to interpret the backtesting dashboard.mp4
16 MB
~Get Your Files Here !/04 - 3. Backtesting with Regression Models/04 - How to interpret the backtesting dashboard.srt
6.5 kB
~Get Your Files Here !/05 - 4. Backtesting Optimization/01 - Optimizing strategy parameters.mp4
14 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/01 - Optimizing strategy parameters.srt
6.6 kB
~Get Your Files Here !/05 - 4. Backtesting Optimization/02 - Pandas reporting with heatmaps.mp4
7.5 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/02 - Pandas reporting with heatmaps.srt
2.7 kB
~Get Your Files Here !/05 - 4. Backtesting Optimization/03 - Smart optimization to save computing time.mp4
13 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/03 - Smart optimization to save computing time.srt
5.8 kB
~Get Your Files Here !/05 - 4. Backtesting Optimization/04 - Challenge Optimization with other datasets.mp4
11 MB
~Get Your Files Here !/05 - 4. Backtesting Optimization/04 - Challenge Optimization with other datasets.srt
5.4 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/01 - Why machine learning models overfit the data.mp4
13 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/01 - Why machine learning models overfit the data.srt
5.6 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/02 - How to train models within the backtest.mp4
8.6 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/02 - How to train models within the backtest.srt
3.7 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/03 - Challenge Train test with other tickers.mp4
9.9 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/03 - Challenge Train test with other tickers.srt
4.3 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/04 - Walk forward validation in machine learning.mp4
27 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/04 - Walk forward validation in machine learning.srt
12 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/05 - Anchored walk forward validation in backtesting.mp4
18 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/05 - Anchored walk forward validation in backtesting.srt
7.7 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/06 - Create library for backtesting strategies.mp4
9.5 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/06 - Create library for backtesting strategies.srt
3.3 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/07 - Interpret reports from walk forward validation approaches.mp4
3.0 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/07 - Interpret reports from walk forward validation approaches.srt
1.6 kB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/08 - Challenge Walk forward with other tickers.mp4
15 MB
~Get Your Files Here !/06 - 5. The Overfitting Problem in Backtesting/08 - Challenge Walk forward with other tickers.srt
7.2 kB
~Get Your Files Here !/07 - Conclusion/01 - Course summary.mp4
12 MB
~Get Your Files Here !/07 - Conclusion/01 - Course summary.srt
11 kB
~Get Your Files Here !/07 - Conclusion/02 - What's next.mp4
1.3 MB
~Get Your Files Here !/07 - Conclusion/02 - What's next.srt
1.6 kB
~Get Your Files Here !/Bonus Resources.txt
386 B