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Antonio Gulli - TensorFlow 1.x Deep Learning Cookbook

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In this book, you will learn how to efficiently use TensorFlow, Googles open source framework for deep learning. You will implement different deep learning networks such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Deep Q-learning Networks (DQNs), and Generative Adversarial Networks (GANs) with easy to follow independent recipes.

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TensorFlow 1x Deep Learning Cookbook Over 90 unique recipes to solve - photo 1
TensorFlow 1.x Deep Learning Cookbook
Over 90 unique recipes to solve artificial-intelligence driven problems with Python
Antonio Gulli
Amita Kapoor
BIRMINGHAM - MUMBAI TensorFlow 1x Deep Learning Cookbook Copyright 2017 - photo 2

BIRMINGHAM - MUMBAI

TensorFlow 1.x Deep Learning Cookbook

Copyright 2017 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.

First published: December 2017

Production reference: 1081217

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78829-359-4

www.packtpub.com

Credits
Authors

Antonio Gulli

Amita Kapoor

Copy Editors

Safis Editing

Vikrant Phadkay

Reviewers

Nick McClure

Narotam Singh

Corrado Zoccolo

Project CoordinatorManthan Patel
Commissioning EditorSunith ShettyProofreaderSafis Editing
Acquisition EditorTushar GuptaIndexerRekha Nair
Content Development EditorTejas LimkarGraphicsTania Dutta
Technical EditorDanish ShaikhProduction CoordinatorDeepika Naik
About the Authors

Antonio Gulliis a transformational software executive and business leader with a passion for establishing and managing global technological talent for innovation and execution. He is an expert in search engines, online services, machine learning, information retrieval, analytics, and cloud computing. So far, he has been lucky enough to gain professional experience in four different countries in Europe and manage teams in six different countries in Europe and America. Currently, he works as site lead and director of cloud in Google Warsaw, driving European efforts for Serverless, Kubernetes, and Google Cloud UX. Previously, Antonio helped to innovate academic search as the vice president for Elsevier, a worldwide leading publisher. Before that, he drove query suggestions and news search as a principal engineer for Microsoft. Earlier, he served as the CTO for Ask.com, driving multimedia and news search. Antonio has filed for 20+ patents, published multiple academic papers, and served as a senior PC member in multiple international conferences. He truly believes that to be successful, you must have a great combination of management, research skills, just-get-it-done, and selling attitude.

I thank every reader of this book for your attention and for the trust. I am humbled by the number of comments received on LinkedIn and Facebook: You, the reader, provided immense help in making this book better. I would also like to thank various people for providing support during the process of writing the book. In no order: Susana, Ewa, Ignacy, Dawid, Max, Jarek, Jerzy, Nina, Laura, Antonella, Eric, Ettore, Francesco, Liubov, Marco, Fabio, Giacomo, Saskia, Christina, Wieland, and Yossi.
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