Designing Machine Learning Systems_Chip Huyen.pdf

Designing Machine Learning Systems An Iterative Process for Production-Ready Applications With Early Release ebooks, you get books in their earliest form—the author’s raw and unedited content as they write— so you can take advantage of these technologies long before the official release of these titles. Chip Huyen Designing Machine Learning Systems by Chip Huyen Copyright © 2022 Huyen Thi Khanh Nguyen. All rights reserved. Printed in the United States of America. Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472. O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://oreilly.com). For more information, contact our corporate/institutional sales department: 800- 998-9938 or [email protected]. Acquisitions Editor: Rebecca Novack Development Editor: Jill Leonard Production Editor: Kristen Brown Copyeditor: Proofreader: Indexer: Interior Designer: David Futato Cover Designer: Karen Montgomery Illustrator: Kate Dullea March 2022: First Edition Revision History for the Early Release 2021-08-13: First Release 2021-10-13: Second Release See http://oreilly.com/catalog/errata.csp? isbn=9781098107963 for release details. The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Designing Machine Learning Systems, the cover image, and related trade dress are trademarks of O’Reilly Media, Inc. The views expressed in this work are those of the author, and do not represent the publisher’s views. While the publisher and the author have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the author disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other t