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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices Hardback - 2023

by Agostino Capponi (Editor); Charles-Albert Lehalle (Editor)

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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.

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  • Title Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
  • Author Agostino Capponi (Editor); Charles-Albert Lehalle (Editor)
  • Binding Hardback
  • Pages 741
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Publication date 2023-06-01
  • Features Index
  • ISBN 9781316516195 / 1316516199
  • Weight 3.5 lbs (1.59 kg)
  • Dimensions 10.08 x 7.17 x 1.57 in (25.60 x 18.21 x 3.99 cm)
  • Category Mathematics
  • Library of Congress subjects Finance - Data processing, Financial institutions - Data processing
  • Library of Congress Catalogue Number 2023016903
  • Dewey Decimal Code 332.106

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Machine Learning and Data Sciences for Financial Markets
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Machine Learning and Data Sciences for Financial Markets

by Agostino Capponi, Charles-Albert Lehalle

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Cambridge University Press, 2023. Hardback. Acceptable. Acceptable condition. There is a printing error where pages 459-474 are lower than they should be, and the bottom is cut off. They are connected at the top also and could be separated by cutting along the edge. No content is missing as only the margin is removed from the bottom of each of those pages. There are some scuffs to the edges but otherwise in good condition.
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

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Cambridge University Press, 8/10/2023 12:00:01 A. hardcover. Good. 1.5354 10.1575 7.2835. Cover and edges may have some wear. Mild to Moderate creasing / bending to covers and pages. Good reading copy.
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

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Cambridge University Press, 2023. First Edition. Hardcover. Like New. 7x1x10. A firm, square hardback, bright and clean with strong joints and sharp corners, just showing a few very mild bumps and rubs. Hence a non-text page is stamped 'damaged'. Despite such this book is crisp, fresh and tight with no defects. Thus a nearly new copy that looks and feels unread now offered for sale at a very reasonable price.
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Machine Learning and Data Sciences for Financial Markets

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Hardback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; Written by more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets, and explores connections with data science and more traditional approaches. This is an invaluable resour
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

by Agostino Capponi

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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

by Capponi, Agostino (Editor)/ Lehalle, Charles-Albert (Editor)

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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

by Agostino Capponi

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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices
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Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

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