babcock j. - mastering predictive analytics with python - 2016.pdf

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Mastering Predictive Analytics
with Python
Exploit the power of data in your business by building
advanced predictive modeling applications with Python
Joseph Babcock
BIRMINGHAM - MUMBAI
Mastering Predictive Analytics with Python
Copyright © 2016 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval
system, or 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.
Packt Publishing has endeavored to provide trademark information about all of the
companies and products mentioned in this book by the appropriate use of capitals.
However, Packt Publishing cannot guarantee the accuracy of this information.
First published: August 2016
Production reference: 1290816
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78588-271-5
www.packtpub.com
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Credits
Author
Joseph Babcock
Reviewer
Dipanjan Deb
Commissioning Editor
Kartikey Pandey
Acquisition Editor
Aaron Lazar
Content Development Editor
Sumeet Sawant
Technical Editor
Utkarsha S. Kadam
Copy Editor
Vikrant Phadke
Project Coordinator
Shweta H Birwatkar
Proofreader
Safis Editing
Indexer
Monica Ajmera Mehta
Graphics
Kirk D'Pinha
Production Coordinator
Nilesh Mohite
Cover Work
Nilesh Mohite
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About the Author
combining predictive modeling with visualization to understand correlations and
forecast anticipated outcomes. He received a PhD from the Solomon H. Snyder
Department of Neuroscience at The Johns Hopkins University School of Medicine,
where he used machine learning to predict adverse cardiac side effects of drugs.
Outside the academy, he has tackled big data challenges in the healthcare and
entertainment industries.
Joseph Babcock
has spent almost a decade exploring complex datasets and
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