TensorFlow 2.0 in Action: Covers Tensorflow Version 2.9 - Softcover

Ganegedara, Thushan

Softcover

ISBN 10: 1617298344 ISBN 13: 9781617298349

Publisher: Manning Publications, 2022

Synopsis

TensorFlow is a one-stop solution for building, monitoring, optimizing,and deploying your models. This practical guide to building deep learning models with the new features of TensorFlow 2.0is filled with engaging projects, simple language, and coverage of the latest algorithms.

TensorFlow 2.0 in Action teaches you to use the new features of TensorFlow 2.0 to create advanced deep learning models. You'll learn by building hands-on projects including an image classifier that can recognize objects, a French-to-English machine translator, and even a neural network that can write fiction. You'll dive into the details of modern deep learning techniques including both transformer and attention models, and learn how pretrained models can solve your tricky data science- problems.

TensorFlow is the go-to framework for putting deep learning into production. Created by Google, this ground breaking tool handles repetitive low-level operations and frees you up to focus on innovating your AIs.TensorFlow encompasses almost every element of a deep learning pipeline―aone-stop solution for building, monitoring, optimizing, and deploying your models.

About this title

About the Author

Thushan Ganegedara is a data scientist with QBE. He holds a PhD in machine learning from the University of Sydney and he has worked with TensorFlow for almost 5 years. Thushan is also one of the most active answer providers for TensorFlow and TensorFlow2.0 tagson Stackoverflow, a DataCamp instructor, and has authored a book and video course on NLP with TensorFlow.

From the Back Cover

TensorFlow 2.0 in Action teaches you to use the new features of TensorFlow 2.0 to create advanced deep learning models. You'll learn by building hands-on projects, including an image classifier that can recognize objects, a French-to-English machine translator, and even a neural network that can write fiction.

Thushan Ganegedara draws on his experience as a practitioner and teacher of deep learning to demystify concepts otherwise trapped in denseacademic papers. A top Stack Overflow contributor for deep learning and NLP, Thushan's quirky stories, real-world advice, and behind-the-scenes explanations make even complex ideas easy to understand! You'll dive into the details of modern deep learning techniques, including both transformer and attention models, and learn how pretrained models can solve your tricky data science problems. When you're done, you'll be ready to implement state-of-the-art deep learning applications and know the design secrets behind their success.

Edition details

• Publisher: Manning Publications
• Publication date: 2022
• Language: English
• ISBN 10: 1617298344
• ISBN 13: 9781617298349
• Binding: Paperback
• Edition number: 1
• Number of pages: 325