{"product_id":"generative-deep-learning-teaching-machines-to-paint-write-compose-and-play-9781098134181","title":"Generative Deep Learning: Teaching Machines To Paint  Write  Compose  and Play","description":"\u003cp\u003eGenerative 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 and tricks  youll understand how to make your models learn more efficiently and become more creative. Discover how VAEs can change facial expressions in photos Train GANs to generate images based on your own dataset Build diffusion models to produce new varieties of flowers Train your own GPT for text generation Learn how large language models like ChatGPT are trained Explore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN Compose polyphonic music using Transformers and MuseGAN Understand how generative world models can solve reinforcement learning tasks Dive into multimodal models such as DALL.E 2  Imagen  and Stable Diffusion This book also explores the future of generative AI and how individuals and companies can proactively begin to leverage this remarkable new technology to create competitive advantage.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67968978714677,"sku":"ByrdShop_1098134184","price":52.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781098134181.jpg?v=1794571541","url":"https:\/\/atxbooks.com\/products\/generative-deep-learning-teaching-machines-to-paint-write-compose-and-play-9781098134181","provider":"ATX Books","version":"1.0","type":"link"}