{"product_id":"generative-deep-learning-by-david-foster","title":"Generative Deep Learning\nby David Foster","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.\u003c\/p\u003e\n\n\u003cp\u003eThe 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\n\n\u003cp\u003eDiscover how VAEs can change facial expressions in photos\u003cbr\u003e\nTrain GANs to generate images based on your own dataset\u003cbr\u003e\nBuild diffusion models to produce new varieties of flowers\u003cbr\u003e\nTrain your own GPT for text generation\u003cbr\u003e\nLearn how large language models like ChatGPT are trained\u003cbr\u003e\nExplore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN\u003cbr\u003e\nCompose polyphonic music using Transformers and MuseGAN\u003cbr\u003e\nUnderstand how generative world models can solve reinforcement learning tasks\u003cbr\u003e\nDive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion\u003cbr\u003e\nThis 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":"Books Feri","offers":[{"title":"Premium Paperback","offer_id":45614017806527,"sku":null,"price":335.0,"currency_code":"BDT","in_stock":true},{"title":"Premium Hardcover","offer_id":45614078656703,"sku":null,"price":435.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0692\/8148\/0895\/files\/41byR25UIbL.jpg?v=1777959724","url":"https:\/\/booksferi.store\/products\/generative-deep-learning-by-david-foster","provider":"Books Feri","version":"1.0","type":"link"}