Python Machine Learning Cookbook.pdf

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Python Machine
Learning Cookbook
100 recipes that teach you how to perform various
machine learning tasks in the real world
Prateek Joshi
BIRMINGHAM - MUMBAI
Python Machine Learning Cookbook
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: June 2016
Production reference: 1160616
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78646-447-7
www.packtpub.com
Credits
Author
Prateek Joshi
Reviewer
Dr. Vahid Mirjalili
Commissioning Editor
Veena Pagare
Acquisition Editor
Tushar Gupta
Content Development Editor
Nikhil Borkar
Technical Editor
Hussain Kanchwala
Copy Editor
Priyanka Ravi
Project Coordinator
Suzanne Coutinho
Proofreader
Safis Editing
Indexer
Hemangini Bari
Graphics
Jason Monteiro
Production Coordinator
Manu Joseph
Cover Work
Manu Joseph
About the Author
Prateek Joshi
is an Artificial Intelligence researcher and a published author. He has
over eight years of experience in this field with a primary focus on content-based analysis
and deep learning. He has written two books on Computer Vision and Machine Learning.
His work in this field has resulted in multiple patents, tech demos, and research papers
at major IEEE conferences.
People from all over the world visit his blog, and he has received more than a million page views
from over 200 countries. He has been featured as a guest author in prominent tech magazines.
He enjoys blogging about topics, such as Artificial Intelligence, Python programming, abstract
mathematics, and cryptography. You can visit his blog at
www.prateekvjoshi.com
.
He has won many hackathons utilizing a wide variety of technologies. He is an avid coder
who is passionate about building game-changing products. He graduated from University of
Southern California, and he has worked at companies such as Nvidia, Microsoft Research,
Qualcomm, and a couple of early stage start-ups in Silicon Valley. You can learn more about
him on his personal website at
www.prateekj.com
.
I would like to thank the reviewers of this book for their valuable comments
and suggestions. I would also like to thank the wonderful team at Packt
Publishing for publishing the book and helping me all along. Finally, I would
like to thank my family for supporting me through everything.

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