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Applications of Machine Learning in Trading CourseWikia

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Files:
  1. Get Bonus Crypto Downloads Here.url 185 bytes
  2. 1. Course Introduction.mp4 31.5 MB
  3. 1.1 AI Pioneers in Investment Management.pdf 1.2 MB
  4. 1. Introduction to Machine Learning.mp4 300.3 MB
  5. 1.1 Intro to Machine Learning Article - Annotated notes.pdf 1.5 MB
  6. 1.2 Introduction to Machine Learning-Slides-compressed.pdf 3.5 MB
  7. 2. Lecture 2 Data Handling and Preprocessing.mp4 190.1 MB
  8. 2.1 Data Handling and Preprocessing -Slides.pdf 12.0 MB
  9. 3. Introduction to Machine Learning Quiz.html 154 bytes
  10. 4. Data handling and preprocessing Quiz.html 154 bytes
  11. 1. Case Study On Separating Noise from News.mp4 295.8 MB
  12. 1.1 Leveraging machine learning to separate noise from news - Slides.pdf 7.2 MB
  13. 1.2 Noise from News - annotated paper.pdf 1.1 MB
  14. 2. Assessment of Trading Signal Quality.mp4 165.5 MB
  15. 2.1 Assessment of Trading Signal Quality - Slides.pdf 13.4 MB
  16. 3. Generating Trading Signals by ML algorithms or time series ones.mp4 212.3 MB
  17. 3.1 Generating Trading Signals by ML Algorithms or Time Series -Slides.pdf 14.1 MB
  18. 3.2 Time Series vs ML - Annotated Paper.pdf 1.9 MB
  19. 1. Introduction to Volume Prediction.mp4 138.8 MB
  20. 1.1 Analysis of trading volume - Slides.pdf 6.5 MB
  21. 2. Volume Prediction with Neural Networks.mp4 231.0 MB
  22. 2.1 Volume Prediction with neural networks- Slides.pdf 5.5 MB
  23. 2.2 Volume predictions with NN - annotated.pdf 527.0 KB
  24. 3. Stock Trading Volume Prediction with Dual-Process Meta Learning.mp4 213.5 MB
  25. 3.1 Stock Trading Volume Prediction with Dual-Process Meta-Learning - Slides.pdf 4.0 MB
  26. 3.2 Volume Prediction with Meta Learning - Annotated.pdf 343.4 KB
  27. 1. Introduction to Sentiment Analysis.mp4 208.6 MB
  28. 1.1 Intro to Sentiment Analysis - Slides.pdf 10.8 MB
  29. 2. Harnessing News Sentiment.mp4 220.3 MB
  30. 2.1 Harnessing News Sentiment for FX Futures Strategies - Annotated notes.pdf 4.8 MB
  31. 2.2 Harnessing News Sentiment for FX Futures Strategies - Slides.pdf 5.8 MB
  32. 3. Bloomberg News Sentiment Case Study.mp4 144.6 MB
  33. 3.1 Alternative Data Case Study Bloomberg News - Annotated.pdf 1.1 MB
  34. 3.2 Bloomberg News & Social Sentiment Data - Slides (1).pdf 11.5 MB
  35. 1. AI in Finance Introduction.mp4 198.6 MB
  36. 1.1 A Survey on Alternative Data in Finance and Business.pdf 1.4 MB
  37. 2. Statistical arbitrage powered by Explainable Artificial Intelligence.mp4 416.0 MB
  38. 2.1 Statistical arbitrage powered by Explainable Artificial Intelligence - Annotated.pdf 4.9 MB
  39. 2.2 Statistical arbitrage powered by Explainable Artificial Intelligence-Slides.pdf 5.6 MB
  40. Bonus Resources.txt 386 bytes

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