Design Patterns of Deep Learning with TensorFlow.pdf

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Design Patterns of
Deep Learning with
TensorFlow
Building a customer hyper-personalisation
ecosystem using deep learning design patterns
Thomas V Joseph
www.bpbonline.com
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First Edition 2024
Copyright © BPB Publications, India
ISBN: 978-93-55516-497
All Rights Reserved.
No part of this publication may be reproduced, distributed or transmitted in
any form or by any means or stored in a database or retrieval system, without the prior written
permission of the publisher with the exception to the program listings which may be entered,
stored and executed in a computer system, but they can not be reproduced by the means of
publication, photocopy, recording, or by any electronic and mechanical means.
LIMITS OF LIABILITY AND DISCLAIMER OF WARRANTY
The information contained in this book is true to correct and the best of author’s and publisher’s
knowledge. The author has made every effort to ensure the accuracy of these publications, but
publisher cannot be held responsible for any loss or damage arising from any information in
this book.
All trademarks referred to in the book are acknowledged as properties of their respective
owners but BPB Publications cannot guarantee the accuracy of this information.
www.bpbonline.com
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Dedicated to
To my wife
Anu,
my mother
Marykutty
and my children
Joe
and
Tess
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About the Author
Thomas V Joseph
is a seasoned professional with over 23 years of extensive experience.
He currently leads the Data Science and Analytics function at Hogarth Worldwide,
focusing on building creative analytics data products for multiple brands. He has diverse
industry background spanning Telecom, Healthcare, Retail, Manufacturing, Edtech,
Infrastructure, and Fintech, and is a known author of published works on AI/ML. He
excels in developing AI/ML strategic plans, cutting-edge solutions, and building teams
for technology competitiveness. His research interests include Autonomous vehicles and
Causal AI, where he explores areas such as obstacle detection, road and lane detection,
LiDAR-3D Point cloud, causal graphs, causal interventions, and do-calculus.
In addition to his technical expertise, Thomas possesses strong soft skills, including
strategic leadership, product design thinking, and research and development. He is adept
at enhancing business engagements for Data Science initiatives, partnering with customers
to architect solutions, spearheading delivery teams, and leading R&D efforts to build new
solutions.
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About the Reviewer
Vijender Singh,
a multi-cloud professional with over six years of expertise, holds an MSc
with Distinction from Liverpool John Moores University, where his research centered on
keyphrase extraction. He boasts an impressive collection of cloud certifications, including
Google MLPE, five Azure certifications, two AWS certifications, and a TensorFlow
certification. As a technical reviewer for numerous books, Vijender reflects his commitment
to improving the future.
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