Deep Learning with Keras

What this book covers

Chapter 1, Neural Networks Foundations, teaches the basics of neural networks.

Chapter 2, Keras Installation and API, shows how to install Keras on AWS, Microsoft Azure, Google Cloud, and your own machine. In addition to that, we provide an overview of the Keras APIs.

Chapter 3, Deep Learning with ConvNets, introduces the concept of convolutional networks. It is a fundamental innovation in deep learning that has been used with success in multiple domains, from text to video to speech, going well beyond the initial image processing domain where it was originally conceived.

Chapter 4, Generative Adversarial Networks and WaveNet, introduces generative adversarial networks used to reproduce synthetic data that looks like ...