{"product_id":"generative-ai-with-python-and-tensorflow-2-create-images-text-and-music-with-vaes-gans-lstms-transformer-models-book-by-joseph-babcock-and-raghav-bali","title":"Generative AI with Python and TensorFlow 2: Create Images, Text, and Music with VAEs, GANs, LSTMs, Transformer Models Book by Joseph Babcock and Raghav Bali","description":"\u003cp\u003e\u003cspan\u003eMachines are excelling at creative human skills such as painting, writing, and composing music. Could you be more creative than generative AI?\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eIn this book, you’ll explore the evolution of generative models, from restricted Boltzmann machines and deep belief networks to VAEs and GANs. You’ll learn how to implement models yourself in TensorFlow and get to grips with the latest research on deep neural networks.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThere’s been an explosion in potential use cases for generative models. You’ll look at Open AI’s news generator, deepfakes, and training deep learning agents to navigate a simulated environment.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eRecreate the code that’s under the hood and uncover surprising links between text, image, and music generation.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch4\u003e\u003cspan\u003eWhat you will learn\u003c\/span\u003e\u003c\/h4\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eExport the code from GitHub into Google Colab to see how everything works for yourself\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eCompose music using LSTM models, simple GANs, and MuseGAN\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eCreate deepfakes using facial landmarks, autoencoders, and pix2pix GAN\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLearn how attention and transformers have changed NLP\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eBuild several text generation pipelines based on LSTMs, BERT, and GPT-2\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eImplement paired and unpaired style transfer with networks like StyleGAN\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDiscover emerging applications of generative AI like folding proteins and creating videos from images\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Boisomogro BD","offers":[{"title":"Paperback","offer_id":67893662449858,"sku":null,"price":485.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":67893662482626,"sku":null,"price":599.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0762\/6588\/1794\/files\/51TBXvboCMS._SX342_SY445_QL70_FMwebp.webp?v=1792561135","url":"https:\/\/www.boisomogrobd.com\/products\/generative-ai-with-python-and-tensorflow-2-create-images-text-and-music-with-vaes-gans-lstms-transformer-models-book-by-joseph-babcock-and-raghav-bali","provider":"Boisomogro BD","version":"1.0","type":"link"}