Big Data and Machine Learning in Quantitative Investment

Big Data and Machine Learning in Quantitative Investment - Wiley Finance

Hardback (15 Feb 2019)

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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.

Book information

ISBN: 9781119522195
Publisher: Wiley
Imprint: John Wiley & Sons, Inc.
Pub date:
DEWEY: 332.60285631
DEWEY edition: 23
Language: English
Number of pages: 296
Weight: 630g
Height: 178mm
Width: 251mm
Spine width: 19mm