Hands-On Automated Machine Learning 无水印转化版pdf

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BIRMINGHAM- MUMBAI Hands-On Automated machine Learning 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, 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 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: Amey Varangaonkar Acquisition Editor: Varsha Shetty Content Development Editor: Tejas Limkar Technical Editor: Sayli nikali Copy editor: Safis editing Project Coordinator: Manthan Patel Proofreader: Safis editing Indexer: Aishwarya gangawane Graphics: Tania Dutta Production Coordinator: Aparna bhagat First published: April 2018 Production reference: 1250418 Published by Packt Publishing Ltd Livery place 35 Livery street Birmingham B3 2PB. UK SBN978-1-78862989-8 ww.packtpub.com 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 Get a free e Book or video every month 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 PDF andePubfilesavailable?YoucanupgradetotheeBookversionatwww.PacktPubcomandas a print book customer, you are entitled to a discount on the ebook copy. Get in touch with us at service@packtpub com for more details AtwwwPacktPub.com,youcanalsoreadacollectionoffreetechnicalarticles,signupfora range of free newsletters, and receive exclusive discounts and offers on Packt books and ebooks Contributors About the authors Sibanjan Das is a business analytics and data science consultant. He has extensive experience in implementing predictive analytics solutions in business systems and IOT An enthusiastic and passionate professional about technology and innovation, he has loved wrangling with data since the early days of his career. He has a master's in IT with a major in business analytics from Singapore management University, and holds several industry certifications such as OCA, OCP, and CSCMs I dedicate my writing to my father Dr. M. N. Das, mother, grandparent, sisters, brothers, and brothers-in-law. Also, to my wife and son, Sachit, for their love and care. They motivated me to do what I always wanted to do. The list of people who inspire me is long. I want to thank them all for their endless encouragement and kind support. Umit Mert Cakmak is a Data Scientist at IBM, where he excels at helping clients to solve complex data science problems, from inception to delivery of deployable assets His research spans across multiple disciplines beyond his industry and he likes sharing his insights at conferences, universities, and meet-ups First and foremost, my heartiest thanks to my mother and father, for their true love, support, and i am grateful for the lessons that they have taught me. I would like to dedicate my writings to my family, friends, colleagues, and all the great people who elentlessly work to make the world a better place About the reviewers BrianT. Hoffman has developed and deployed data science solutions for 20 years, in fields such as drug discovery, biotech, software, and sales. After obtaining his PhD in drug discovery from University of North Carolina, Chapel Hill, he completed his postdoctoral fellowship in developing new ml techniques with the National Institutes of Health. He has a passion for determining how data can help improve business decisions, and has managed international teams of scientists implementing data science solutions for companies ranging from startups to Fortune 100


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