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.
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