Generative Deep Learning: Teaching Machines to Paint, Write, ..., David Foster

Unlock the creative power of artificial intelligence with Generative Deep Learning by David Foster, the ultimate practical guide to teaching machines how to paint, write, compose, and play.Generative AI is the hottest topic in tech. Stop just watching the revolution happening and start building it. If you are of GenAI and are looking to understand how the GenAI works, why a model hallucinates and get a glimpse on how the mathematics and mechanisms behind the algorithms that make AI work, this book is for you.What You Will Learn: Written by data scientist and expert David Foster, this hands-on book takes you from deep learning basics to cutting-edge architectures.Key Models Covered: Master powerful systems from scratch using TensorFlow and Keras, including:
* Variational Autoencoders (VAEs)
* Generative Adversarial Networks (GANs)
* Transformers and Diffusion Models
* World Models and Multimodal ModelsWhy Read It: Gain actionable tips and tricks to make your models run efficiently, unlock machine creativity, and create a real competitive advantage in your career or business.If you are a PyTorch AI practitioner, the concepts in this book must be easily transportable, so what are you waiting for? :-)
This book is sold as \"Like new\" as it was never read or written on.