Machine Learning in Finance: From Theory to Practice by Dixon, Matthew F.

Machine Learning in Finance: From Theory to Practice

Regular price$89.99
Shipping calculated at checkout.

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.

Author: Matthew F. Dixon, Igor Halperin, Paul Bilokon
Publisher: Springer
Published: 07/02/2021
Pages: 548
Binding Type: Paperback
Weight: 1.75lbs
Size: 9.21h x 6.14w x 1.17d
ISBN: 9783030410704

About the Author

Paul Bilokon, Ph.D., is CEO and Founder of Thalesians Ltd. Paul has made contributions to mathematical logic, domain theory, and stochastic filtering theory, and, with Abbas Edalat, has published a prestigious LICS paper. He is a member of the British Computer Society, the Institution of Engineering and the European Complex Systems Society.

Matthew Dixon, FRM, Ph.D., is an Assistant Professor of Applied Math at the Illinois Institute of Technology and an Affiliate of the Stuart School of Business. He has published over 20 peer reviewed publications on machine learning and quant finance and has been cited in Bloomberg Markets and the Financial Times as an AI in fintech expert. He is Deputy Editor of the Journal of Machine Learning in Finance, Associate Editor of the AIMS Journal on Dynamics and Games, and is a member of the Advisory Board of the CFA Quantitative Investing Group.

Igor Halperin, Ph.D., is a Research Professor in Financial Engineering at NYU, and an AI Research associate at Fidelity Investments. Igor has published more than 50 scientific articles in machine learning, quantitative finance and theoretic physics. Prior to joining the financial industry, he held postdoctoral positions in theoretical physics at the Technion and the University of British Columbia.

We offer worldwide shipping.

All orders over $100
(before taxes) are eligible for FREE standard shipping within Canada and
the United States.

Estimated Delivery Times Outside the USA

Area / Country Standard International Shipping
(Not Trackable)
International Courier Trackable 
Asia 10-14 days 4-6 days
Australia 18-20 days 4-6 days
Canada 10-14 days 4-6 days
Caribbean 14-18 days 4-6 days
Europe 10-14 days 4-6 days
India 16-20 days 4-6 days
Latin America 10-14 days 4-6 days
Middle East 16-20 days 4-6 days

Recently viewed