{"product_id":"deep-learning-with-python-by-francois-chollet","title":"Deep Learning with Python\nby Francois Chollet","description":"\u003cp\u003eThe bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX!\u003c\/p\u003e\n\n\u003cp\u003eDeep Learning with Python, Third Edition puts the power of deep learning in your hands. This new edition includes the latest Keras and TensorFlow features, generative AI models, and added coverage of PyTorch and JAX. Learn directly from the creator of Keras and step confidently into the world of deep learning with Python.\u003c\/p\u003e\n\n\u003cp\u003eIn Deep Learning with Python, Third Edition you’ll discover:\u003c\/p\u003e\n\n\u003cp\u003e• Deep learning from first principles\u003cbr\u003e\n• The latest features of Keras 3\u003cbr\u003e\n• A primer on JAX, PyTorch, and TensorFlow\u003cbr\u003e\n• Image classification and image segmentation\u003cbr\u003e\n• Time series forecasting\u003cbr\u003e\n• Large Language models\u003cbr\u003e\n• Text classification and machine translation\u003cbr\u003e\n• Text and image generation—build your own GPT and diffusion models!\u003cbr\u003e\n• Scaling and tuning models\u003c\/p\u003e\n\n\u003cp\u003eWith over 100,000 copies sold, Deep Learning with Python makes it possible for developers, data scientists, and machine learning enthusiasts to put deep learning into action. In this expanded and updated third edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. You'll master state-of-the-art deep learning tools and techniques, from the latest features of Keras 3 to building AI models that can generate text and images.\u003c\/p\u003e\n\n\u003cp\u003eAbout the technology\u003c\/p\u003e\n\n\u003cp\u003eIn less than a decade, deep learning has changed the world—twice. First, Python-based libraries like Keras, TensorFlow, and PyTorch elevated neural networks from lab experiments to high-performance production systems deployed at scale. And now, through Large Language Models and other generative AI tools, deep learning is again transforming business and society. In this new edition, Keras creator François Chollet invites you into this amazing subject in the fluid, mentoring style of a true insider.\u003c\/p\u003e\n\n\u003cp\u003eAbout the book\u003c\/p\u003e\n\n\u003cp\u003eDeep Learning with Python, Third Edition makes the concepts behind deep learning and generative AI understandable and approachable. This complete rewrite of the bestselling original includes fresh chapters on transformers, building your own GPT-like LLM, and generating images with diffusion models. Each chapter introduces practical projects and code examples that build your understanding of deep learning, layer by layer.\u003c\/p\u003e\n\n\u003cp\u003eWhat's inside\u003c\/p\u003e\n\n\u003cp\u003e• Hands-on, code-first learning\u003cbr\u003e\n• Comprehensive, from basics to generative AI\u003cbr\u003e\n• Intuitive and easy math explanations\u003cbr\u003e\n• Examples in Keras, PyTorch, JAX, and TensorFlow\u003c\/p\u003e\n\n\u003cp\u003eAbout the reader\u003c\/p\u003e\n\n\u003cp\u003eFor readers with intermediate Python skills. No previous experience with machine learning or linear algebra required.\u003c\/p\u003e\n\n\u003cp\u003eAbout the author\u003c\/p\u003e\n\n\u003cp\u003eFrançois Chollet is the co-founder of Ndea and the creator of Keras. Matthew Watson is a software engineer at Google working on Gemini and a core maintainer of Keras.\u003c\/p\u003e\n\n\u003cp\u003eTable of Contents\u003c\/p\u003e\n\n\u003cp\u003e1 What is deep learning?\u003cbr\u003e\n2 The mathematical building blocks of neural networks\u003cbr\u003e\n3 Introduction to TensorFlow, PyTorch, JAX, and Keras\u003cbr\u003e\n4 Classification and regression\u003cbr\u003e\n5 Fundamentals of machine learning\u003cbr\u003e\n6 The universal workflow of machine learning\u003cbr\u003e\n7 A deep dive on Keras\u003cbr\u003e\n8 Image classification\u003cbr\u003e\n9 ConvNet architecture patterns\u003cbr\u003e\n10 Interpreting what ConvNets learn\u003cbr\u003e\n11 Image segmentation\u003cbr\u003e\n12 Object detection\u003cbr\u003e\n13 Timeseries forecasting\u003cbr\u003e\n14 Text classification\u003cbr\u003e\n15 Language models and the Transformer\u003cbr\u003e\n16 Text generation\u003cbr\u003e\n17 Image generation\u003cbr\u003e\n18 Best practices for the real world\u003cbr\u003e\n19 The future of AI\u003cbr\u003e\n20 Conclusions\u003c\/p\u003e\n\n\u003cp\u003eGet a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.\u003c\/p\u003e","brand":"Books Feri","offers":[{"title":"Premium Paperback","offer_id":45614017708223,"sku":null,"price":410.0,"currency_code":"BDT","in_stock":true},{"title":"Premium Hardcover","offer_id":45614078591167,"sku":null,"price":510.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0692\/8148\/0895\/files\/41jLmGF_4cL.jpg?v=1777959721","url":"https:\/\/booksferi.store\/products\/deep-learning-with-python-by-francois-chollet","provider":"Books Feri","version":"1.0","type":"link"}