Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

by David Foster

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 1098134184
• ISBN13: 9781098134181
• Release Date: June 2023
• Publisher: O'Reilly Media
• Length: 453 Pages
• Weight: 1.70 lbs.
• Dimensions: 0.9" x 7.0" x 9.2"