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Data Science for Marketing Analytics

You're reading from   Data Science for Marketing Analytics Achieve your marketing goals with the data analytics power of Python

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Product type Paperback
Published in Mar 2019
Publisher
ISBN-13 9781789959413
Length 420 pages
Edition 1st Edition
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Tools
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Authors (3):
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Tommy Blanchard Tommy Blanchard
Author Profile Icon Tommy Blanchard
Tommy Blanchard
Debasish Behera Debasish Behera
Author Profile Icon Debasish Behera
Debasish Behera
Pranshu Bhatnagar Pranshu Bhatnagar
Author Profile Icon Pranshu Bhatnagar
Pranshu Bhatnagar
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Table of Contents (12) Chapters Close

Data Science for Marketing Analytics
Preface
1. Data Preparation and Cleaning 2. Data Exploration and Visualization FREE CHAPTER 3. Unsupervised Learning: Customer Segmentation 4. Choosing the Best Segmentation Approach 5. Predicting Customer Revenue Using Linear Regression 6. Other Regression Techniques and Tools for Evaluation 7. Supervised Learning: Predicting Customer Churn 8. Fine-Tuning Classification Algorithms 9. Modeling Customer Choice Appendix

Data Science for Marketing Analytics

Copyright © 2019 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.

Authors: Tommy Blanchard, Debasish Behera, Pranshu Bhatnagar

Technical Reviewer: Dipankar Nath

Managing Editor: Neha Nair

Acquisitions Editor: Kunal Sawant

Production Editor: Samita Warang

Editorial Board: David Barnes, Ewan Buckingham, Shivangi Chatterji, Simon Cox, Manasa Kumar, Alex Mazonowicz, Douglas Paterson, Dominic Pereira, Shiny Poojary, Saman Siddiqui, Erol Staveley, Ankita Thakur, and Mohita Vyas

First Published: March 2019

Production Reference: 1290319

ISBN: 978-1-78995-941-3

Published by Packt Publishing Ltd.

Livery Place, 35 Livery Street

Birmingham B3 2PB, UK

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