Advances in Financial Machine Learning

Author Marcos Lopez de Prado
Narrator Steven Jay Cohen
Publisher Ascent Audio
Publish Date 19 June 2018
Run Time 12 hours and 59 minutes
Format Audio
Genre Algorithms and data structures, Business and Management, Database design and theory, Databases, Finance, Information architecture, Information technology: general topics, Machine learning, Mathematical theory of computation.

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What to expect

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. Listeners 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; and how to backtest their 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. Listeners 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.

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