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Scala for Machine Learning
Leverage Scala and Machine Learning to construct and
study systems that can learn from data
Patrick R. Nicolas
BIRMINGHAM - MUMBAI
Scala for Machine Learning
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: December 2014
Production reference: 1121214
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78355-874-2
www.packtpub.com
Credits
Author
Patrick R. Nicolas
Reviewers
Subhajit Datta
Rui Gonçalves
Patricia Hoffman, PhD
Md Zahidul Islam
Commissioning Editor
Owen Roberts
Acquisition Editor
Owen Roberts
Content Development Editor
Mohammed Fahad
Technical Editors
Madhuri Das
Taabish Khan
Copy Editors
Janbal Dharmaraj
Vikrant Phadkay
Project Coordinator
Danuta Jones
Proofreaders
Simran Bhogal
Maria Gould
Paul Hindle
Elinor Perry-Smith
Chris Smith
Indexer
Mariammal Chettiyar
Graphics
Sheetal Aute
Valentina D'silva
Disha Haria
Abhinash Sahu
Production Coordinator
Arvindkumar Gupta
Cover Work
Arvindkumar Gupta
About the Author
Patrick R. Nicolas is a lead R&D engineer at Dell in Santa Clara, California.
He has 25 years of experience in software engineering and building large-scale
applications in C++, Java, and Scala, and has held several managerial positions.
His interests include real-time analytics, modeling, and optimization.
Special thanks to the Packt Publishing team: Mohammed Fahad for
his patience and encouragement, Owen Roberts for the opportunity,
and the reviewers for their guidance and dedication.
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