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Big Data Science in Finance: Mathematics and Applications by Aldridge, Irene

Big Data Science in Finance: Mathematics and Applications

by Aldridge, Irene
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Book cover type: Hardcover
  • ISBN13: 9781119602989
  • Binding: Hardcover
  • Subject: Business Management
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 400
  • Original Price: USD 124.95
  • Language: English
  • Edition: N/A
  • Item Weight: 817 grams
  • BISAC Subject(s): Computer Science and Finance / Financial Engineering

From the Back Cover

Praise for BIG DATA SCIENCE IN FINANCE

"Irene Aldridge and Marco Avellaneda are articulate enthusiasts for Big Data Finance. They have a deep knowledge of neural networks, artificial intelligence, machine learning, and many other tools--and they are excited to share their skills. Each chapter of this wonderful book entices the reader with a broad overview, and then shows how these new concepts can be applied in financial markets. The authors are Big Data visionaries whose book belongs on your desk, not on your bookshelf."
--Elroy Dimson, Professor of Finance, Cambridge Judge Business School

"A timely, engaging, satisfying read told in a clear and lively style that wins access to a host of complex ideas. Big Data Science in Finance reaches for a broader audience than the usual subject-matter experts--and succeeds."
--Bruce Ells, VP and Director, Infrastructure Investments, TD Greystone Asset Management

"Asset managers and hedge funds are acutely aware that delivering alpha is becoming simultaneously more important and difficult. Given this background, Big Data and machine learning have become essential sources of new differentiating alpha. This much needed timely text on Big Data in finance is a refreshingly hands-on introduction to this essential subject matter that should advance the understanding of these methods and their application in modern portfolio management."
--Bernd Wuebben, Global Head, Fixed Income Quantitative Research and Systematic Investing, AllianceBernstein

"WOW! My first glance reminds me of the tried and true approach--provide theoretical background, then show implementable examples. I am actually thinking of using the book for a 'Data in Finance' offering I am working on."
--John Paul Broussard, Professor of Finance, Rutgers University and Estonian Business School

"Two of the most important figures in AI Finance have come out with a must-read Tour de Force! Soon to be a stable textbook in all of our top MBA programs."
--Jim Kyung-Soo Liew, Professor, Johns Hopkins Carey Business School

IRENE ALDRIDGE is President and Managing Director, Research of AbleMarkets, a company that provides Big Data services to capital markets. She is also a visiting professor at Cornell University.

More information at irenealdridge.com

MARCO AVELLANEDA, PHD, is associated with Finance Concepts, a consulting firm he founded in 2003 and is a faculty member at New York University-Courant. He is regularly published in scientific journals like Quantitative Finance, Risk Magazine, and the International Journal of Theoretical and Applied Finance.

More information at marco-avellaneda.com

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