massaron l. - regression analysis with python - 2016(1).pdf

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Regression Analysis with
Python
Learn the art of regression analysis with Python
Luca Massaron
Alberto Boschetti
BIRMINGHAM - MUMBAI
Regression Analysis with Python
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 authors, 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 2016
Production reference: 1250216
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78528-631-5
www.packtpub.com
Credits
Authors
Luca Massaron
Alberto Boschetti
Proofreader
Reviewers
Giuliano Janson
Zacharias Voulgaris
Commissioning Editor
Kunal Parikh
Acquisition Editor
Sonali Vernekar
Content Development Editor
Siddhesh Salvi
Technical Editor
Shivani Kiran Mistry
Copy Editor
Stephen Copestake
Indexer
Mariammal Chettiyar
Graphics
Disha Haria
Production Coordinator
Nilesh Mohite
Cover Work
Nilesh Mohite
Safis Editing
Project Coordinator
Nidhi Joshi
About the Authors
Luca Massaron
is a data scientist and a marketing research director who is
specialized in multivariate statistical analysis, machine learning, and customer
insight with over a decade of experience in solving real-world problems and in
generating value for stakeholders by applying reasoning, statistics, data mining,
and algorithms. From being a pioneer of Web audience analysis in Italy to achieving
the rank of a top ten Kaggler, he has always been very passionate about everything
regarding data and its analysis and also about demonstrating the potential of data-
driven knowledge discovery to both experts and non-experts. Favoring simplicity
over unnecessary sophistication, he believes that a lot can be achieved in data science
just by doing the essentials.
I would like to thank Yukiko and Amelia for their support, help, and
loving patience.
Alberto Boschetti
is a data scientist, with an expertise in signal processing and
statistics. He holds a Ph.D. in telecommunication engineering and currently lives
and works in London. In his work projects, he faces daily challenges that span from
natural language processing (NLP) and machine learning to distributed processing.
He is very passionate about his job and always tries to stay updated about the latest
developments in data science technologies, attending meet-ups, conferences, and
other events.
I would like to thank my family, my friends and my colleagues.
Also, big thanks to the Open Source community.

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