Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play (2nd Edition)

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.



The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips a...