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Scala Data Analysis
Cookbook
Navigate the world of data analysis, visualization, and
machine learning with over 100 hands-on Scala recipes
Arun Manivannan
BIRMINGHAM - MUMBAI

Scala Data Analysis Cookbook
Copyright © 2015 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 2015
Production reference: 1261015
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78439-674-9
www.packtpub.com

Credits
Author
Arun Manivannan
Reviewers
Amir Hajian
Shams Mahmood Imam
Gerald Loefer
Commissioning Editor
Nadeem N. Bagban
Acquisition Editor
Larissa Pinto
Content Development Editor
Rashmi Suvarna
Technical Editor
Tanmayee Patil
Copy Editors
Ameesha Green
Vikrant Phadke
Project Coordinator
Milton Dsouza
Proofreader
Sas Editing
Indexer
Rekha Nair
Production Coordinator
Manu Joseph
Cover Work
Manu Joseph

About the Author
Arun Manivannan has been an engineer in various multinational companies, tier-1
nancial institutions, and start-ups, primarily focusing on developing distributed applications
that manage and mine data. His languages of choice are Scala and Java, but he also meddles
around with various others for kicks. He blogs at http://rerun.me.
Arun holds a master's degree in software engineering from the National University of Singapore.
He also holds degrees in commerce, computer applications, and HR management. His interests
and education could probably be a good dataset for clustering.
I am deeply indebted to my dad, Manivannan, who taught me the value of
persistence, hard work and determination in life, and my mom, Arockiamary,
without whose prayers and boundless love I'd be nothing. I could never try to
pay them back. No words can do justice to thank my loving wife, Daisy. Her
humongous faith in me and her support and patience make me believe in
lifelong miracles. She simply made me the man I am today.
I can't nish without thanking my 6-year old son, Jason, for hiding his
disappointment in me as I sat in front of the keyboard all the time. In your
smiles and hugs, I derive the purpose of my life.
I would like to specially thank Abhilash, Rajesh, and Mohan, who proved that
hard times reveal true friends.
It would be a crime not to thank my VCRC friends for being a constant
source of inspiration. I am proud to be a part of the bunch.
Also, I sincerely thank the truly awesome reviewers and editors at Packt
Publishing. Without their guidance and feedback, this book would have
never gotten its current shape. I sincerely apologize for all the typos and
errors that could have crept in.
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