Textbook in PDF format This book is a bestseller that makes deep learning technology accessible to everyone. The new edition incorporates the latest features of Keras 3 and TensorFlow, and adds topics on generative AI, PyTorch, and JAX. François Chollet, the creator of Keras, shares his expertise and guides the reader from the first principles of deep learning to building their own AI models. In the book you will find: Basics of deep learning from scratch; The latest capabilities of Keras 3; Introduction to JAX, PyTorch, and TensorFlow; Image classification and segmentation; Time series forecasting; Building large language models; Text classification and machine translation; Text and image generation - creating your own GPT models and diffusion models; Scaling and optimization of models. With over 100,000 copies sold, this book has become an indispensable companion for developers, data scientists, and machine learning enthusiasts. The expanded third edition offers practical code examples, clear explanations, visual color illustrations, and new chapters on transformers, language models, and generative systems. The book will be useful for both beginners and experienced AI practitioners