Advances in Financial Machine Learning

Advances in Financial Machine Learning

Author: Marcos Lopez de Prado

Publisher: John Wiley & Sons

ISBN: 9781119482086

Category: Business & Economics

Page: 400

View: 872

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.
Advances in Financial Machine Learning
Language: en
Pages: 400

Advances in Financial Machine Learning

Authors: Marcos Lopez de Prado
Categories: Business & Economics
Type: BOOK - Published: 2018-02-21 - Publisher: John Wiley & Sons

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
Generatives Deep Learning
Language: de
Pages: 310

Generatives Deep Learning

Authors: David Foster
Categories: Business & Economics
Type: BOOK - Published: 2020 - Publisher:

Generative Modelle haben sich zu einem der spannendsten Themenbereiche der Künstlichen Intelligenz entwickelt: Mit generativem Deep Learning ist es inzwischen möglich, einer Maschine das Malen, Schreiben oder auch das Komponieren von Musik beizubringen - kreative Fähigkeiten, die bisher dem Menschen vorbehalten waren. Mit diesem praxisnahen Buch können Data Scientists einige
Advances in Financial Machine Learning
Language: en
Pages: 400

Advances in Financial Machine Learning

Authors: Marcos Lopez de Prado
Categories: Business & Economics
Type: BOOK - Published: 2018-02-02 - Publisher: John Wiley & Sons

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
Machine Learning in Finance
Language: en
Pages: 548

Machine Learning in Finance

Authors: Matthew F. Dixon, Igor Halperin, Paul Bilokon
Categories: Business & Economics
Type: BOOK - Published: 2020-07-01 - Publisher: Springer Nature

This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial
Machine Learning and AI in Finance
Language: en
Pages: 130

Machine Learning and AI in Finance

Authors: German Creamer, Gary Kazantsev, Tomaso Aste
Categories: Business & Economics
Type: BOOK - Published: 2021-04-06 - Publisher: Routledge

The significant amount of information available in any field requires a systematic and analytical approach to select the most critical information and anticipate major events. During the last decade, the world has witnessed a rapid expansion of applications of artificial intelligence (AI) and machine learning (ML) algorithms to an increasingly