Big Data and Machine Learning in Quantitative Investment - Couverture rigide

Guida, Tony

 
9781119522195: Big Data and Machine Learning in Quantitative Investment
Couverture rigide
ISBN 10 : 1119522196 ISBN 13 : 9781119522195
Editeur : John Wiley & Sons Inc, 2019

Synopsis

Get to know the 'why' and 'how' of machine learning and big data in quantitative investment

Big Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it's a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance.

The book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning.

- Gain a solid reason to use machine learning

- Frame your question using financial markets laws

- Know your data

- Understand how machine learning is becoming ever more sophisticated

Machine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment -- and this book shows you how.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

TONY GUIDA is a senior investment manager in quantitative equity at the investment manager of a major UK pension fund in London, where he manages multifactor systematic equity portfolios. During his career, he held such positions as senior consultant for smart beta and risk allocation at EDHEC RISK Scientific Beta and senior research analyst at UNIGESTION. He is a former member of the research and investment committee for Minimum Variance Strategies, where he led the factor investing research group for institutional clients, and a regular speaker at quant conferences. Tony is chair of machineByte ThinkTank EMEA.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
John Wiley & Sons Inc
Date d'édition
2019
Langue
anglais
ISBN 10 
1119522196
ISBN 13 
9781119522195
Reliure
Relié
Nombre de pages
304
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781119522225: Big Data and Machine Learning in Quantitative Investment

Edition présentée

ISBN 10 :  1119522226 ISBN 13 :  9781119522225
Editeur : Wiley, 2018
Couverture souple