Building Data Science Solutions with Anaconda_ A comprehensive starter guide to building robust and complete models_DAN. MEADOR.pdf

Building Data Science Solutions with Anaconda A comprehensive starter guide to building robust and complete models Dan Meador BIRMINGHAM—MUMBAI Building Data Science Solutions with Anaconda Copyright © 2022 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 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. Publishing Product Manager: Gebin George Senior Editor: Tazeen Shaikh Content Development Editor: Sean Lobo Technical Editor: Devanshi Ayare Copy Editor: Safis Editing Project Coordinator: Aparna Ravikumar Nair Proofreader: Safis Editing Indexer: Subalakshmi Govindhan Production Designer: Jyoti Chauhan Marketing Coordinator: Abeer Riyaz Dawe First published: May 2022 Production reference: 1280422 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-80056-878-5 www.packt.com Foreword Data science has transformed not only the software industry but also the physical sciences, sociology, engineering, government, and society at large. While artificial intelligence has its roots in the earliest days of computer science, the rate of evolution and change in data science over the last decade is astoun