Free Book: Getting Started with TensorFlow 2.0

Free Book: Getting Started with TensorFlow 2.0


By Amita Kapoor and Ajit Jaokar. In this book, we introduce coding with tensorflow 2.0. We show how to develop with tensorflow 1.0 and contrast how the same code can be developed in tensorflow 2.0. The book emphasizes the unique features of tensorflow 2.0. Earlier this year, Google announced TensorFlow 2.0, it is a major leap from the existing TensorFlow 1.0.
The key differences are:

Ease of use
Eager Execution
Model Building and deploying made easy
The Data pipeline simplified

Contents

TensorFlow 1.x vs 2.x.ipynb 
Overview of changes TensorFlow 1.0 vs TensorFlow 2.0 
Simplified conceptual diagram for TensorFlow 2.0 
Coding with TensorFlow 2.0 
Observations 
TensorFlow1.0 
TensorFlow2.0 
TensorFlowDataset.ipynb_ 
Conclusion 

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Link: Free Book: Getting Started with TensorFlow 2.0