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Hands-On Recommendation Systems with Python: Start building powerful and personalized, recommendation engines with Python Rounak Banik 201807 Packt Publishing
Packs BIRMINGHAM- MUMBAI Hands-On Recommendation Systems with Python Copyright o 2018 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, cxcept in the case of bricf 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 or its dealers and distributors, will be held liable for any damages caused or alleged to have been 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 Commissioning Editor: Pravin Dhandre Acquisition Editor: noyonika Das Content Development editor: Mohammed Yusuf Imaratwale Technical Editor: Jinesh Topiwala Copy Editor: Safis Editing Project Coordinator: Hardik bhind Proofreader: Safis Editing Indexer: Priyanka Dhadkc Graphics: Jason monteiro roduction Coordinator: nilcsh mohite First published: July 2018 Production reference: 2310718 Published by Packt Publishing Ltd Livery place 35 Livery street Birmingham B3 2PB. UK ISBN978-1-78899-375-3 www.packtpub.com To my mentor, Baran Toppare, and my friend, Utkarsh Bajpai, for their encouragement and support rounak banik Mapt mapt. 10 Mapt is an online digital library that gives you full access to over 5,000 books and videos, as well as industry leading tools to help you plan your personal development and advance your career. For more information, please visit our website Why subscribe? Spend less time learning and more time coding with practical eBooks and Videos from over 4, 000 industry professionals Improve your learning with Skill Plans built especially for you e get a free e book or video every month o Mapt is fully searchable Copy and paste, print, and bookmark content PacktPub. com Did you know that Packt offers e Book versions of every book published, with PdfandepubfilesavailableYoucanupgradetotheebookversionatwww.packtp ub. com and as a print book customer, you are entitled to a discount on the e Book copy. Get in touch with us at service@packtpub com for more details Atwww.Packtpub.com,youcanalsoreadacollectionoffreetechnicalarticlessign up for a range of free newsletters and receive exclusive discounts and offers on Packt books and ebooks Contributors About the author Rounak banik is a Young India Fellow and an ece graduate from IIT Roorkee He has worked as a software engineer at Parceed, a New York start-up, and Springboard, an EdTech start-up based in San Francisco and Bangalore. He has also served as a backend development instructor at Acadview, teaching Python and django to around 35 college students from delhi and dehradun He is an alumni of springboard' s data science career track he has given talks at the SciPy India Conference and published popular tutorials on Kaggle and Data Camp I would like to thank Baran Toppare, my mentor for introducing and guiding me through the wonderfully exciting world of data science(and recommendation systems ). I am also grateful to Parul Gupta and Indrajit Rajtilak, my former colleagues at Springboard. Without their support, I would not have pursued the Data Science career Track and therefore, this book would never have been a reality Finally, I'd like to thank my family and all my friends in college for being a constant source of motivation inspiration and support that enabled me to complete this book


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