deep learning with python by françois chollet

Allaire, and developed the Abstraction and Reasoning Challenge that measures AI skill-acquisition on unknown tasks. François authored Deep Learning with R alongside J.J.

François is an AI researcher and Senior Staff Software Engineer at Google. These tools have helped revolutionize and democratize deep learning. His groundbreaking work includes the creation of the Keras deep learning library, and major contributions to the TensorFlow framework. About the Author François Chollet is one of the most important researchers in modern day deep learning. No previous experience with Keras, TensorFlow, or machine learning is required. What's Inside Deep learning from first principles Setting up your own deep-learning environment Image-classification models Deep learning for text and sequences Neural style transfer, text generation, and image generation About the Reader Readers need intermediate Python skills. 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. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Behind this progress is deep learning-a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications. We went from machines that couldn't beat a serious Go player, to defeating a world champion. We went from near-unusable speech and image recognition, to near-human accuracy.

About the Technology Machine learning has made remarkable progress in recent years.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.

Deep learning with python by françois chollet