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Book Cover
Author Aldridge, Irene, 1975- author.

Title Big data science in finance / by Irene Aldridge, Marco Avellaneda
Published Hoboken, New Jersey : John Wiley & Sons, Inc., [2021]
Online access available from:
ProQuest Ebook Central (owned titles)    View Resource Record  


Description 1 online resource (viii, 328 pages) : color illustrations
Contents Why big data? -- Neural networks in finance -- Supervised learning -- Modeling human behavior with semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : unsupervised learning in option pricing and stochastic modeling -- Data clustering
Summary "Data Science has overtaken the way the finance and investment is done on Wall Street. All tools and techniques driving decision-making are being revamp with the help of applied mathematics and code"-- Provided by publisher
Bibliography Includes bibliographical references and index
Notes Online resource; title from resource home page (ProQuest Ebook Central), viewed February 22, 2021
Subject Finance -- Decision making -- Data processing
Big data.
Neural networks (Computer science)
Finance -- Mathematical models.
Electronic books.
Big data
Finance -- Decision making -- Data processing
Finance -- Mathematical models
Neural networks (Computer science)
Form Electronic book
Author Avellaneda, Marco, 1955- author.
LC no. 2020032933
ISBN 9781119602972