The Machine Learning Solutions Architect Handbook_ Create machine learning platforms to run solutions in an enterprise setting_David Ping.pdf

The Machine Learning Solutions Architect Handbook Create machine learning platforms to run solutions in an enterprise setting David Ping BIRMINGHAM—MUMBAI The Machine Learning Solutions Architect Handbook 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: Reshma Raman Senior Editor: Mohammed Yusuf Imaratwale Content Development Editor: Sean Lobo Technical Editor: Devanshi Ayare Copy Editor: Safis Editing Project Coordinator: Aparna Ravikumar Nair Proofreader: Safis Editing Indexer: Pratik Shirodkar Production Designer: Shankar Kalbhor First published: January 2022 Production reference: 1151221 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-80107-216-8 www.packt.com Contributors About the author David Ping is a senior technology leader with over 25 years of experience in the technology and financial services industry. His technology focus areas include cloud architecture, enterprise ML platform design, large-scale model training, intelligent document processing, intelligent media processing, inte