000			01407 a2200157 4500
020			_a9781119482086
082			_a332.0285631 LOP
100			_aLopez de Prado, Marcos
245			_aAdvances in Financial Machine Learning
260			_bJohn Wiley & Sons _c2018 _aNew Jersey
300			_a366
520			_a"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"-- Provided by publisher
650			_aFinance-Data Processing
650			_aMachine learning
942			_2ddc _cBK
999			_c40530 _d40530