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

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