| 01 - Algorithmic trading using machine learning.mp4 | 2.2 MB | ||
| 01 - Algorithmic trading using machine learning.srt | 1.1 KB | ||
| 01 - Compute machine learning classification model.mp4 | 25.6 MB | ||
| 01 - Compute machine learning classification model.srt | 12.6 KB | ||
| 01 - Compute machine learning regression model.mp4 | 9 MB | ||
| 01 - Compute machine learning regression model.srt | 3.4 KB | ||
| 01 - Course summary.mp4 | 12.4 MB | ||
| 01 - Course summary.srt | 10.6 KB | ||
| 01 - Download and export data.mp4 | 17 MB | ||
| 01 - Download and export data.srt | 7.3 KB | ||
| 01 - Optimizing strategy parameters.mp4 | 13.5 MB | ||
| 01 - Optimizing strategy parameters.srt | 6.6 KB | ||
| 01 - Why machine learning models overfit the data.mp4 | 12.7 MB | ||
| 01 - Why machine learning models overfit the data.srt | 5.6 KB | ||
| 02 - Filter rows and create columns for trading strategies.mp4 | 17.3 MB | ||
| 02 - Filter rows and create columns for trading strategies.srt | 7 KB | ||
| 02 - First configurations of the strategy class.mp4 | 12.8 MB | ||
| 02 - First configurations of the strategy class.srt | 5.4 KB | ||
| 02 - How to evaluate regression models.mp4 | 12.2 MB | ||
| 02 - How to evaluate regression models.srt | 5.6 KB | ||
| 02 - How to train models within the backtest.mp4 | 8.6 MB | ||
| 02 - How to train models within the backtest.srt | 3.7 KB | ||
| 02 - Maximize your learning.mp4 | 7.7 MB | ||
| 02 - Maximize your learning.srt | 4.6 KB | ||
| 02 - Pandas reporting with heatmaps.mp4 | 7.5 MB | ||
| 02 - Pandas reporting with heatmaps.srt | 2.7 KB | ||
| 02 - What's next.mp4 | 1.3 MB | ||
| 02 - What's next.srt | 1.6 KB | ||
| 03 - Challenge Train test with other tickers.mp4 | 9.9 MB | ||
| 03 - Challenge Train test with other tickers.srt | 4.3 KB | ||
| 03 - Configure and run the backtest with the regression model.mp4 | 5.4 MB | ||
| 03 - Configure and run the backtest with the regression model.srt | 2.4 KB | ||
| 03 - Simulate the investment strategy step by step.mp4 | 12.7 MB | ||
| 03 - Simulate the investment strategy step by step.srt | 5.2 KB | ||
| 03 - Smart optimization to save computing time.mp4 | 12.9 MB | ||
| 03 - Smart optimization to save computing time.srt | 5.8 KB | ||
| 04 - Challenge Optimization with other datasets.mp4 | 11.2 MB | ||
| 04 - Challenge Optimization with other datasets.srt | 5.4 KB | ||
| 04 - How to interpret the backtesting dashboard.mp4 | 15.9 MB | ||
| 04 - How to interpret the backtesting dashboard.srt | 6.5 KB | ||
| 04 - Run the backtest on the strategy.mp4 | 12.9 MB | ||
| 04 - Run the backtest on the strategy.srt | 5.1 KB | ||
| 04 - Walk forward validation in machine learning.mp4 | 27.2 MB | ||
| 04 - Walk forward validation in machine learning.srt | 11.5 KB | ||
| 05 - Anchored walk forward validation in backtesting.mp4 | 17.6 MB | ||
| 05 - Anchored walk forward validation in backtesting.srt | 7.7 KB | ||
| 05 - Challenge Backtest with other tickers.mp4 | 11.9 MB | ||
| 05 - Challenge Backtest with other tickers.srt | 5.5 KB | ||
| 06 - Create library for backtesting strategies.mp4 | 9.5 MB | ||
| 06 - Create library for backtesting strategies.srt | 3.3 KB | ||
| 07 - Interpret reports from walk forward validation approaches.mp4 | 3 MB | ||
| 07 - Interpret reports from walk forward validation approaches.srt | 1.6 KB | ||
| 08 - Challenge Walk forward with other tickers.mp4 | 14.9 MB | ||
| 08 - Challenge Walk forward with other tickers.srt | 7.2 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 56 total files | |||
Practical Python for Algorithmic Trading
https://CourseWikia.com
Released 8/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 54m | Size: 325 MB
If you work in finance or have any interest in investing and trading, you know that there’s a treasure trove of financial data available to you at any moment. But how can you use all that information to your advantage? Algorithmic trading using machine learning techniques can help you make trading decisions based on data. In this course, Jesus Lopez teaches you about data preprocessing, feature engineering, and how to use advanced machine learning models to enhance your trading strategies. He shows you how to download stock market data from Yahoo Financeto be trained on machine learning models that predict the future, and how to create investment decisions based on the predictions. Learn how to optimize your strategies, understand backtesting techniques, and interpret performance reports with confidence.
Homepage
https://anonymz.com/...rithmic-trading
| torrent name | size | uploader | age | seed | leech |
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| 2.5 GB | freecoursewb | 1 year | 7 | 0 | |
| 410.1 MB | freecoursewb | 2 years | 7 | 6 | |
| 266.1 MB | freecoursewb | 2 years | 1 | 3 | |
| 385.1 MB | freecoursewb | 3 years | 4 | 1 | |
| 486 MB | freecoursewb | 3 years | 0 | 0 |
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