Mastering Machine Learning with scikit-learn.pdf

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Mastering Machine Learning
with scikit-learn
Apply effective learning algorithms to real-world
problems using scikit-learn
Gavin Hackeling
BIRMINGHAM - MUMBAI
Mastering Machine Learning with scikit-learn
Copyright © 2014 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: October 2014
Production reference: 1221014
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78398-836-5
www.packtpub.com
Cover image by Amy-Lee Winfield (
abjure@outlook.com
)
Credits
Author
Gavin Hackeling
Reviewers
Fahad Arshad
Sarah Guido
Mikhail Korobov
Aman Madaan
Indexer
Acquisition Editor
Meeta Rajani
Graphics
Content Development Editor
Neeshma Ramakrishnan
Technical Editor
Faisal Siddiqui
Copy Editors
Roshni Banerjee
Adithi Shetty
Cover Work
Kyle Albuquerque
Production Coordinator
Kyle Albuquerque
Sheetal Aute
Ronak Dhruv
Disha Haria
Monica Ajmera Mehta
Project Coordinator
Danuta Jones
Proofreaders
Simran Bhogal
Tarsonia Sanghera
Lindsey Thomas
About the Author
Gavin Hackeling
develops machine learning services for large-scale documents
and image classification at an advertising network in New York. He received his
Master's degree from New York University's Interactive Telecommunications
Program, and his Bachelor's degree from the University of North Carolina.
To Hallie, for her support, and Zipper, without whose contributions
this book would have been completed in half the time.

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