{"product_id":"generative-deep-learning-teaching-machines-to-paint-write-compose-and-play-paperback","title":"Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play - Paperback","description":"\u003cp\u003eby \u003cb\u003eDavid Foster\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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. \u003c\/p\u003e\u003cp\u003e The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDiscover how VAEs can change facial expressions in photos \u003c\/li\u003e\n\u003cli\u003eTrain GANs to generate images based on your own dataset \u003c\/li\u003e\n\u003cli\u003eBuild diffusion models to produce new varieties of flowers \u003c\/li\u003e\n\u003cli\u003eTrain your own GPT for text generation \u003c\/li\u003e\n\u003cli\u003eLearn how large language models like ChatGPT are trained \u003c\/li\u003e\n\u003cli\u003eExplore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN \u003c\/li\u003e\n\u003cli\u003eCompose polyphonic music using Transformers and MuseGAN \u003c\/li\u003e\n\u003cli\u003eUnderstand how generative world models can solve reinforcement learning tasks \u003c\/li\u003e\n\u003cli\u003eDive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eThis 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\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 453\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.92 x 9.19 x 7 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 06, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51761102749984,"sku":"9781098134181","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/aaf912a9467d6fc7ab0fa4838e232a44.webp?v=1780199774","url":"https:\/\/ebocreations.com\/products\/generative-deep-learning-teaching-machines-to-paint-write-compose-and-play-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}