Tóm tắt nội dung

François Chollet's book, *Deep Learning with Python*, is an introductory and in-depth practical guide to deep learning using the Python language. The book begins with the foundations of deep learning, explaining concepts, preparing students for the task, and introducing approaches to neural networks and the basic principles of machine learning. The next section focuses on the practical applications of deep learning in computer vision, text processing, and sequential data. The author also presents advanced techniques and practices for optimizing and improving models. The section on generative deep learning helps learners understand how to create new data and models. The book concludes with a summary, outlining future development directions and applications of deep learning in practice.