The TensorFlow Workshop_ A hands-on guide to building deep learning models from scratch using real-world datasets_ANTHONY. MOOCARME MADDALONE (MATTHEW. SO, ANTHONY.).pdf

Matthew Moocarme, Anthony So, and Anthony Maddalone A hands-on guide to building deep learning models from scratch using real-world datasets The TensorFlow Workshop The TensorFlow Workshop Copyright © 2021 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, and its dealers and distributors will be held liable for any damages caused or alleged to be 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. Authors: Matthew Moocarme, Anthony So, and Anthony Maddalone Reviewer: Abhranshu Bagchi Managing Editor: Prachi Jain Acquisitions Editors: Royluis Rodrigues, Kunal Sawant, and Sneha Shinde Production Editor: Salma Patel Editorial Board: Megan Carlisle, Heather Gopsill, Manasa Kumar, Alex Mazonowicz, Monesh Mirpuri, Bridget Neale, Abhishek Rane, Brendan Rodrigues, Ankita Thakur, Nitesh Thakur, and Jonathan Wray First published: December 2021 Production reference: 1141221 ISBN: 978-1-80020-525-3 Published by Packt Publishing Ltd. Livery Place, 35 Livery Street Birmingham B3 2PB, UK Table of Contents Preface    i Chapter 1: Introduction to Machine Learning with TensorFlow    1 Introduction ............................................................................................... 2 Implementing Artificial Neural Networks in TensorFlow .......