Items related to Machine Learning in Finance: From Theory to Practice

Machine Learning in Finance: From Theory to Practice - Softcover

Dixon, Matthew F.; Halperin, Igor; Bilokon, Paul

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9783030410698: Machine Learning in Finance: From Theory to Practice
Softcover
ISBN 10: 3030410692 ISBN 13: 9783030410698
Publisher: Springer, 2020

This specific ISBN edition is currently not available.

Synopsis

Chapter 1. Introduction.- Chapter 2. Probabilistic Modeling.- Chapter 3. Bayesian Regression & Gaussian Processes.- Chapter 4. Feed Forward Neural Networks.- Chapter 5. Interpretability.- Chapter 6. Sequence Modeling.- Chapter 7. Probabilistic Sequence Modeling.- Chapter 8. Advanced Neural Networks.- Chapter 9. Introduction to Reinforcement learning.- Chapter 10. Applications of Reinforcement Learning.- Chapter 11. Inverse Reinforcement Learning and Imitation Learning.- Chapter 12. Frontiers of Machine Learning and Finance.

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Publisher
Springer
Publication date
2020
Language
English
ISBN 10 
3030410692
ISBN 13 
9783030410698
Binding
Paperback
Number of pages
576
Rating
  • 3.80 out of 5 stars
    20 ratings by Goodreads