Deep Learning for Sequences in Quantitative Finance

Deep Learning for Sequences in Quantitative Finance

Association for Computing Machinery (ACM) via YouTube Direct link

Introduction

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1 of 24

Introduction

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Classroom Contents

Deep Learning for Sequences in Quantitative Finance

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  1. 1 Introduction
  2. 2 Welcome
  3. 3 Sequences
  4. 4 Quantitative Pipeline
  5. 5 Alpha Modeling
  6. 6 Technical Features
  7. 7 Portfolio Optimization
  8. 8 Execution
  9. 9 Sequence Decision Making
  10. 10 Deep Learning
  11. 11 Deep Network
  12. 12 Sequence Modeling
  13. 13 Quantitative Finance
  14. 14 Recurrent Neural Networks
  15. 15 Reinforcement Learning
  16. 16 QA
  17. 17 Algorithm Adaptation
  18. 18 Qualitative Features
  19. 19 Future of Reinforcement Learning
  20. 20 Deep Learning Models
  21. 21 Distribution in Inference
  22. 22 Missing Data
  23. 23 Deep Learning vs Deep Understanding
  24. 24 Explainability

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