MACHINE_LEARNING_WITH_SPARK.pdf

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Machine Learning with Spark
Create scalable machine learning applications to power
a modern data-driven business using Spark
Nick Pentreath
BIRMINGHAM - MUMBAI
Machine Learning with Spark
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: February 2015
Production reference: 1170215
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78328-851-9
www.packtpub.com
Cover image by Akshay Paunikar (
akshaypaunikar4@gmail.com
)
Credits
Author
Nick Pentreath
Reviewers
Andrea Mostosi
Hao Ren
Krishna Sankar
Commissioning Editor
Rebecca Youé
Acquisition Editor
Rebecca Youé
Content Development Editor
Susmita Sabat
Technical Editors
Vivek Arora
Pankaj Kadam
Copy Editor
Karuna Narayanan
Graphics
Sheetal Aute
Abhinash Sahu
Production Coordinator
Nitesh Thakur
Cover Work
Nitesh Thakur
Indexer
Priya Sane
Project Coordinator
Milton Dsouza
Proofreaders
Simran Bhogal
Maria Gould
Ameesha Green
Paul Hindle
About the Author
Nick Pentreath
has a background in financial markets, machine learning, and
software development. He has worked at Goldman Sachs Group, Inc.; as a research
scientist at the online ad targeting start-up Cognitive Match Limited, London; and
led the Data Science and Analytics team at Mxit, Africa's largest social network.
He is a cofounder of Graphflow, a big data and machine learning company focused
on user-centric recommendations and customer intelligence. He is passionate about
combining commercial focus with machine learning and cutting-edge technology to
build intelligent systems that learn from data to add value to the bottom line.
Nick is a member of the Apache Spark Project Management Committee.

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