Advances in Financial Machine Learning / Marcos LOPEZ DE PRADO / Chichester (GB) : JOHN WILEY & SONS (2018)  

Titre : Advances in Financial Machine Learning Type de document : e-book Auteurs : Marcos LOPEZ DE PRADO, Auteur Editeur : Chichester (GB) : JOHN WILEY & SONS Année de publication : 2018 Importance : 395 p. ISBN/ISSN/EAN : 978-1-119-48211-6 Langues : Anglais (eng) Mots-clés : Management ALGORITHME ; MATHEMATIQUES FINANCIERES Résumé : 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. Nombre d'accès : 3 En ligne : https://neoma-bs.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/ne [...] Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=513355

Advances in Financial Machine Learning Ed. 1 / Marcos LOPEZ DE PRADO / John Wiley & Sons (2018)  

Titre : Advances in Financial Machine Learning Ed. 1 Type de document : e-book Auteurs : Marcos LOPEZ DE PRADO Editeur : John Wiley & Sons Année de publication : 2018 ISBN/ISSN/EAN : 9781119482086 Note générale : copyrighted Langues : Anglais (eng) Résumé : Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that ? until recently ? only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest. In the book, readers will learn how to: Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual 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. Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88944366 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=578151