Machine Learning and Data Sciences for Financial Markets

Language: English

Published by Cambridge University Press, GB, 2023

1316516199 / 9781316516195

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Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK

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Leveraging the research efforts of more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets. Instead of seeing machine learning as a new field, the authors explore the connection between knowledge developed by quantitative finance over the past forty years and techniques generated by the current revolution driven by data sciences and artificial intelligence. The text is structured around three main areas: 'Interactions with investors and asset owners,' which covers robo-advisors and price formation; 'Risk intermediation,' which discusses derivative hedging, portfolio construction, and machine learning for dynamic optimization; and 'Connections with the real economy,' which explores nowcasting, alternative data, and ethics of algorithms. Accessible to a wide audience, this invaluable resource will allow practitioners to include machine learning driven techniques in their day-to-day quantitative practices, while students will build intuition and come to appreciate the technical tools and motivation for the theory.…

Seller Inventory # LU-9781316516195

Title
Machine Learning and Data Sciences for Financial Markets
Author
Agostino Capponi
Publisher
Cambridge University Press, GB
Publication year
2023
Condition
New
Binding
Hardback
Language
English
ISBN 10
1316516199
ISBN 13
9781316516195
Item weight
1,670 grams

Rarewaves.com UK

London, United Kingdom

5-star seller

AbeBooks seller since June 11, 2025

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