R Deep Learning Essentials.pdf

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R Deep Learning Essentials
Build automatic classification and prediction models
using unsupervised learning
Dr. Joshua F. Wiley
BIRMINGHAM - MUMBAI
www.allitebooks.com
R Deep Learning Essentials
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: March 2016
Production reference: 1220316
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78528-058-0
www.packtpub.com
www.allitebooks.com
Credits
Author
Dr. Joshua F. Wiley
Reviewer
Vincenzo Lomonaco
Commissioning Editor
Akram Hussain
Acquisition Editor
Manish Nainani
Content Development Editor
Siddhesh Salvi
Technical Editor
Pranil Pathare
Copy Editor
Stephen Copestake
Project Coordinator
Nidhi Joshi
Proofreader
Safis Editing
Indexer
Mariammal Chettiyar
Graphics
Kirk D'Penha
Disha Haria
Jason Monteiro
Production Coordinator
Conidon Miranda
Cover Work
Conidon Miranda
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About the Author
at Elkhart Group Limited, a statistical consultancy. He earned his PhD from the
University of California, Los Angeles. His research focuses on using advanced
quantitative methods to understand the complex interplays of psychological,
social, and physiological processes in relation to psychological and physical health.
In statistics and data science, Joshua focuses on biostatistics and is interested in
reproducible research and graphical displays of data and statistical models.
Through consulting at Elkhart Group Limited and his former work at the UCLA
Statistical Consulting Group, Joshua has helped a wide array of clients, ranging
from experienced researchers to biotechnology companies. He develops or
codevelops a number of R packages including
varian
, a package to conduct
Bayesian scale-location structural equation models, and
MplusAutomation
,
a popular package that links R to the commercial Mplus software.
I would like to thank my wife and family for the years of support
and encouragement that have kept me passionate about my work.
Dr. Joshua F. Wiley
is a lecturer at Monash University and a senior partner
www.allitebooks.com

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