| Book Description | Deep Learning with Python, Second Edition is an essential and practical guide that introduces readers to the world of artificial intelligence and deep learning using the Python programming language and the powerful Keras library. Written by François Chollet, the creator of Keras, this book provides a clear, intuitive, and hands-on understanding of how deep learning works — from the fundamental building blocks to the design and training of advanced neural networks.
The book starts with the core concepts of machine learning and neural networks before advancing into topics such as computer vision, natural language processing (NLP), generative models, and transfer learning. Each chapter combines theory with practical examples and real-world projects, allowing readers to gain both conceptual clarity and technical proficiency.
This second edition has been updated to reflect the latest advancements in deep learning, including TensorFlow 2.x, modern architectures like transformers, and best practices for model optimization. It is perfect for students, researchers, and developers who want to master deep learning and apply it effectively in real-world applications. |
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