Grokking Deep Learning_Andrew W. Trask.pdf

grokking Deep Learning grokking Deep Learning Andrew W. Trask MANNING Shelter Island For online information and ordering of this and other Manning books, please visit www.manning.com. The publisher offers discounts on this book when ordered in quantity. For more information, please contact Special Sales Department Manning Publications Co. 20 Baldwin Road, PO Box 761 Shelter Island, NY 11964 Email: [email protected] ©2019 by Manning Publications Co. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by means electronic, mechanical, photocopying, or otherwise, without prior written permission of the publisher. Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in the book, and Manning Publications was aware of a trademark claim, the designations have been printed in initial caps or all caps. ∞ Recognizing the importance of preserving what has been written, it is Manning’s policy to have the books we publish printed on acid-free paper, and we exert our best efforts to that end. Recognizing also our responsibility to conserve the resources of our planet, Manning books are printed on paper that is at least 15 percent recycled and processed without the use of elemental chlorine. Manning Publications Co. Development editor: Christina Taylor 20 Baldwin Road Review editor: Aleksandar Dragosavljevic Shelter Island, NY 11964 Production editor: Lori Weidert Copyeditor: Tiffany Taylor Proofreader: Sharon Wilkey Technical proofreader: David Fombella Pomball Typesetter: Dennis Dalinnik Cover designer: Leslie Haimes ISBN: 9781617293702 Printed in the United States of America 1 2 3 4 5 6 7 8 9 10 – SP – 23 22 21 20 19 18 To Mom. You sacrificed so much time in your life to bless Tara and me with education. I hope you see your work behind this book. And to Dad. T