Dua R. Mastering TensorFlow 2.x...Powerful Neural Nets...2022

Textbook in PDF format

Mastering TensorFlow 2.x is a must to read and practice if you are interested in building various kinds of neural networks with high level TensorFlow and Keras APIs. The book begins with the basics of TensorFlow and neural network concepts, and goes into specific topics like image classification, object detection, time series forecasting and Generative Adversarial Networks.
Getting Started with TensorFlow 2.x
Machine Learning with TensorFlow 2.x
Keras Based APIs
Convolutional Neural Networks
Recurrent Neural Networks
Time Series Forecasting with TensorFlow
Distributed Training
Reinforcement Learning
Techniques to do Model Optimization
Generative Adversarial Networks