Prado, Marcos Lopez de

Advances in Financial Machine Learning

Prado, Marcos Lopez de - Advances in Financial Machine Learning, ebook


Ebook, ePUB with Adobe DRM
ISBN: 9781119482109
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Printing120 pages with an additional page accrued every 7 hours, capped at 120 pages
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Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big data in a way that is amenable to ML algorithms; how to conduct research with ML algorithms on that data; how to use supercomputing methods; how to backtest your discoveries while avoiding false positives. The book addresses real-life problems faced by practitioners on a daily basis, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their particular setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.

Keywords: Artificial Intelligence, Artificial Intelligence,

machine learning; machine learning finance; machine learning investment; machine learning algorithms; machine learning data structure; machine learning modeling; machine learning code; machine learning theory; practical machine learning; machine learning tutorial; machine learning asset management; machine learning skills; machine learning fundamentals; machine learning essentials; basics of machine learning; backtesting; machine learning methods; machine learning techniques; Advances in Financial Machine Learning; Marcos Lopez de Prado

John Wiley and Sons, Inc.
Publication year
Page amount
400 pages
Printed ISBN

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