Learn TensorFlow Enterprise
Build, manage, and scale machine learning workloads seamlessly using Google's TensorFlow Enterprise
KC Tung
BIRMINGHAMMUMBAI
Learn TensorFlow Enterprise
Copyright 2020 Packt Publishing
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Commissioning Editor: Sunith Shetty
Acquisition Editor: Hiral Dhorda
Senior Editor: Mohammed Imaratwale
Content Development Editor: Nazia Shaikh
Technical Editor: Manikandan Kurup
Copy Editor: Safis Editing
Project Coordinator: Aishwarya Mohan
Proofreader: Safis Editing
Indexer: Priyanka Dhadke
Production Designer: Joshua Misquitta
First published: November 2020
Production reference: 1261120
Published by Packt Publishing Ltd.
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ISBN 978-1-80020-914-5
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To my beloved wife Katy, whose support and encouragement keep me going every day.
To all my passionate and driven readers, whose growth mindset inspires me to write this book.
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Contributors
About the author
KC Tung is a cloud solution architect at Microsoft and specializes in machine learning, as well as AI model development and deployment. He has a Ph.D. in biophysics from the University of Texas Southwestern Medical Center in Dallas and has spoken at the 2018 O'Reilly AI Conference in San Francisco and the 2019 O'Reilly TensorFlow World Conference in San Jose. He has worked on building data ingestion and feature engineering pipelines for custom datasets in cloud environments. He has also delivered machine
I would like to express my gratitude to the entire Packt team of very thoughtful, thorough and professional editors: Ayaan Hoda, Nazia Shaikh, Gebin George, Kirti Pisat, Yusuf Imaratwale, Manikandan Kurup. Also, I really appreciate reviewers feedback and suggestions. Finally, a special thank for the acquisition editor Hiral Dhorda for giving me an opportunity to write this book.
About the reviewers
Hanchao Liu achieved his Ph.D. in computational chemistry. He has 10 years' experience in developing machine learning applications and infrastructures in domains ranging from chemistry, to marketing technology, to cloud computing. He currently works at Google where he focuses on building machine learning infrastructures for Google Cloud Platform.
Viacheslav Kovalevskyi is a Senior Engineering Manager. He focuses on helping big enterprises with building MLOps solutions, teaches Java courses, and actively creates content on YouTube.
Viacheslav has also created his own unique management execution framework: UODP. Blogger, podcaster.
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