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Python Machine Learning By

Example

Easy-to-follow examples that get you up and running with

machine learning

Yuxi (Hayden) Liu

BIRMINGHAM - MUMBAI

Python Machine Learning By Example

transmitted in any form or by any means, without the prior written permission of the

publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the

information presented. However, the information contained in this book is sold without

warranty, either express or implied. Neither the author, nor Packt Publishing, and its

dealers and distributors will be held liable for any damages caused or alleged to be caused

directly or indirectly by this book.

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However, Packt Publishing cannot guarantee the accuracy of this information.

First published: May 2017

Production reference: 1290517

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham

B3 2PB, UK.

ISBN 978-1-78355-311-2

www.packtpub.com

Credits

Author

Yuxi (Hayden) Liu

Reviewer

Alberto Boschetti

Commissioning Editor

Veena Pagare

Acquisition Editor

Tushar Gupta

Content Development Editor

Aishwarya Pandere

Technical Editor

Prasad Ramesh

Copy Editor

Safis Editing

Project Coordinator

Nidhi Joshi

Proofreader

Safis Editing

Indexer

Tejal Daruwale Soni

Graphics

Tania Dutta

Production Coordinator

Aparna Bhagat

About the Author

Yuxi

(Hayden)

Liu

is currently a data scientist working on messaging app optimization at a

multinational online media corporation in Toronto, Canada. He is focusing on social graph

mining, social personalization, user demographics and interests prediction, spam detection,

and recommendation systems. He has worked for a few years as a data scientist at several

programmatic advertising companies, where he applied his machine learning expertise in

ad optimization, click-through rate and conversion rate prediction, and click fraud

detection. Yuxi earned his degree from the University of Toronto, and published five IEEE

transactions and conference papers during his master's research. He finds it enjoyable to

crawl data from websites and derive valuable insights. He is also an investment enthusiast.

9781783553112-PYTHON_MACHINE_LEARNING_BY_EXAMPLE.pdf

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