{"product_id":"hands-on-generative-ai-with-transformers-and-diffusion-models-9781098149246","title":"Hands-On Generative AI with Transformers and Diffusion Models","description":"\u003cp\u003eLearn how to use generative media techniques with AI to create novel images or music in this practical, hands-on guide. Data scientists and software engineers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to your needs, and how to combine existing building blocks to create new models and creative applications in different domains.\u003c\/p\u003e \u003cp\u003eThis book introduces theoretical concepts in an intuitive way, with extensive code samples and illustrations that you can run on services such as Google Colaboratory, Kaggle, or Hugging Face Spaces with minimal setup. You'll learn how to use open source libraries such as Transformers and Diffusers, conduct code exploration, and study several existing projects to help guide your work.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eLearn the fundamentals of classic and modern generative AI techniques\u003c\/li\u003e \u003cli\u003eBuild and customize models that can generate text, images, and sound\u003c\/li\u003e \u003cli\u003eExplore trade-offs between training from scratch and using large, pretrained models\u003c\/li\u003e \u003cli\u003eCreate models that can modify images by transferring the style of other images \u003c\/li\u003e \u003cli\u003eTweak and bend transformers and diffusion models for creative purposes\u003c\/li\u003e \u003cli\u003eTrain a model that can write text based on your style \u003c\/li\u003e \u003cli\u003eDeploy models as interactive demos or services\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/07\/2025\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098149246\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 419","brand":"Omar Sanseviero, Pedro Cuenca, Apolinario Passos","offers":[{"title":"Default Title","offer_id":44792527618229,"sku":"9781098149246","price":67.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_82953914-4b94-4592-9591-7f513350ba3f.jpg?v=1731426494","url":"https:\/\/pastforward.org\/products\/hands-on-generative-ai-with-transformers-and-diffusion-models-9781098149246","provider":"Past Forward","version":"1.0","type":"link"}