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Sequential Machine Learning

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Synopses & Reviews

Publisher Comments:

Sequential Machine Learning demonstrates the concepts of machine learning with big data modeling examples for email spam detection, tweet topic modeling, and algorithmic trading, while shying away from too much theory. This book will guide hackers and devops people to a practical understanding of the mathematics and jargon of sequential machine learning.

You'll focus on Vowpal Wabbit, a powerful open source project for sequential machine learning with a serious learning curve. The payoff for this learning curve is important, since sequential models can be trained on the largest data sets around, such as the click stream of web banner advertisements, stock market ticks, or the Twitter firehose.

About the Author

Ben has been a professional software developer for ten years, and has been hacking code for much longer. His past and current clients include “bulge bracket” investment banks, hedge funds and energy trading houses. He built a taxonomy browser for Encyclopaedia Britannica in 2004, and worked for ThoughtWorks in 2000. Ben teaches and advises on software engineering, machine learning, personal finance, financial analysis, and the culture of quants. He has an MSc in Finance from London Business School and a BEng in Computer Science from Northwestern University.

Product Details

ISBN:
9781449340728
Author:
Gimpert, Ben
Publisher:
O'Reilly Media
Subject:
Software Engineering-Algorithms
Subject:
Vowpal Wabbit;big data;machine learning;open source
Edition Description:
Trade Paper
Publication Date:
20150331
Binding:
TRADE PAPER
Language:
English
Pages:
300
Dimensions:
9.19 x 7 in

Related Subjects

Computers and Internet » Computers Reference » General
Computers and Internet » Software Engineering » Algorithms
Science and Mathematics » Mathematics » Software

Sequential Machine Learning New Trade Paper
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Product details 300 pages O'Reilly Media - English 9781449340728 Reviews:
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