{"product_id":"generative-deep-learning","title":"Generative Deep Learning","description":"\u003cp\u003eIn 'Generative Deep Learning, Second Edition,' David Foster explores how advanced deep learning models create art, music, and text. This updated edition provides hands-on guidance on foundational concepts and cutting-edge techniques, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), transformers, and diffusion models. Readers will learn practical implementations for realistic image synthesis, music composition, and coherent text generation using TensorFlow and PyTorch, complemented by a theoretical foreword from neuroscientist Karl Friston.\u003c\/p\u003e\u003ch4\u003eWhy You Should Read?\u003c\/h4\u003e\u003cul\u003e\n\u003cli\u003eUnderstand and apply state-of-the-art generative AI techniques like GANs, VAEs, transformers, and diffusion models.\u003c\/li\u003e\n\u003cli\u003eDevelop practical skills in creating realistic images, composing music, and generating text with deep learning.\u003c\/li\u003e\n\u003cli\u003eUtilize TensorFlow and PyTorch through real-world examples and implementations.\u003c\/li\u003e\n\u003cli\u003eGain theoretical insights into predictive coding and generative modeling from Karl Friston.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":46037783740669,"sku":"","price":2880.0,"currency_code":"NPR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0484\/4145\/8840\/files\/714z-_XID_L._SL1315.jpg?v=1739551124","url":"https:\/\/biblionepal.com\/ar\/products\/generative-deep-learning","provider":"BIBLIONEPAL","version":"1.0","type":"link"}