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|
01 - Algorithmic trading using machine learning.mp4 |
2.19MB |
01 - Algorithmic trading using machine learning.srt |
1.08KB |
01 - Compute machine learning classification model.mp4 |
25.65MB |
01 - Compute machine learning classification model.srt |
12.61KB |
01 - Compute machine learning regression model.mp4 |
8.96MB |
01 - Compute machine learning regression model.srt |
3.41KB |
01 - Course summary.mp4 |
12.44MB |
01 - Course summary.srt |
10.60KB |
01 - Download and export data.mp4 |
16.98MB |
01 - Download and export data.srt |
7.35KB |
01 - Optimizing strategy parameters.mp4 |
13.50MB |
01 - Optimizing strategy parameters.srt |
6.57KB |
01 - Why machine learning models overfit the data.mp4 |
12.67MB |
01 - Why machine learning models overfit the data.srt |
5.58KB |
02 - Filter rows and create columns for trading strategies.mp4 |
17.27MB |
02 - Filter rows and create columns for trading strategies.srt |
7.01KB |
02 - First configurations of the strategy class.mp4 |
12.76MB |
02 - First configurations of the strategy class.srt |
5.39KB |
02 - How to evaluate regression models.mp4 |
12.21MB |
02 - How to evaluate regression models.srt |
5.57KB |
02 - How to train models within the backtest.mp4 |
8.59MB |
02 - How to train models within the backtest.srt |
3.65KB |
02 - Maximize your learning.mp4 |
7.67MB |
02 - Maximize your learning.srt |
4.58KB |
02 - Pandas reporting with heatmaps.mp4 |
7.46MB |
02 - Pandas reporting with heatmaps.srt |
2.67KB |
02 - What's next.mp4 |
1.31MB |
02 - What's next.srt |
1.60KB |
03 - Challenge Train test with other tickers.mp4 |
9.87MB |
03 - Challenge Train test with other tickers.srt |
4.28KB |
03 - Configure and run the backtest with the regression model.mp4 |
5.41MB |
03 - Configure and run the backtest with the regression model.srt |
2.39KB |
03 - Simulate the investment strategy step by step.mp4 |
12.68MB |
03 - Simulate the investment strategy step by step.srt |
5.17KB |
03 - Smart optimization to save computing time.mp4 |
12.89MB |
03 - Smart optimization to save computing time.srt |
5.77KB |
04 - Challenge Optimization with other datasets.mp4 |
11.23MB |
04 - Challenge Optimization with other datasets.srt |
5.43KB |
04 - How to interpret the backtesting dashboard.mp4 |
15.86MB |
04 - How to interpret the backtesting dashboard.srt |
6.45KB |
04 - Run the backtest on the strategy.mp4 |
12.92MB |
04 - Run the backtest on the strategy.srt |
5.07KB |
04 - Walk forward validation in machine learning.mp4 |
27.24MB |
04 - Walk forward validation in machine learning.srt |
11.52KB |
05 - Anchored walk forward validation in backtesting.mp4 |
17.61MB |
05 - Anchored walk forward validation in backtesting.srt |
7.65KB |
05 - Challenge Backtest with other tickers.mp4 |
11.91MB |
05 - Challenge Backtest with other tickers.srt |
5.51KB |
06 - Create library for backtesting strategies.mp4 |
9.53MB |
06 - Create library for backtesting strategies.srt |
3.26KB |
07 - Interpret reports from walk forward validation approaches.mp4 |
3.01MB |
07 - Interpret reports from walk forward validation approaches.srt |
1.62KB |
08 - Challenge Walk forward with other tickers.mp4 |
14.91MB |
08 - Challenge Walk forward with other tickers.srt |
7.17KB |
Bonus Resources.txt |
386B |
Get Bonus Downloads Here.url |
181B |