francois chollet deep learning with python second edition

He also does AI research, with a focus on abstraction and reasoning. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. No previous experience with Keras, TensorFlow, or machine learning is required.įrancois Chollet works on deep learning at Google in Mountain View, CA. Neural style transfer, text generation, and image generation Image-classification, imagine segmentation, and object detectionĭeep learning for natural language processing By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. Updated from the original bestseller with over 50% new content, this second edition includes new chapters, cutting-edge innovations, and coverage of the very latest deep learning tools. You'll learn directly from the creator of Keras, Francois Chollet, building your understanding through intuitive explanations and practical examples. Behind this progress is deep learning-a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications across every industry sectorĭeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Medical imaging diagnostics, weather forecasting, and natural language question answering have suddenly become tractable problems.

From machines that couldn't beat a serious Go player, to defeating a world champion.

We've gone from near-unusable speech recognition, to near-human accuracy. Machine learning has made remarkable progress in recent years.

You'll build your understanding through practical examples and intuitive explanations that make the complexities of deep learning accessible and understandable. Written by Google AI researcher Francois Chollet, the creator of Keras, this revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. The bestseller revised! Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library. The second edition made it even better.' - Todd Cook 'The first edition of Deep Learning with Python is one of the best books on the subject.

Francois chollet deep learning with python second edition