francois chollet deep learning with python

Peter Rabinovitch, Akamai The best resource for becoming a master of Keras and deep learning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.Īn excellent hands-on introductory title, with great depth and breadth.ĭavid Blumenthal-Barby, Babbel Bridges the gap between the hype and a functioning deep-learning system. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. François Chollet works on deep learning at Google in Mountain View, CA. No previous experience with Keras, TensorFlow, or machine learning is required. This Video Editions book requires intermediate Python skills. In this new edition, Keras creator Franois Chollet offers. Neural style transfer, text generation, and image generation Deep Learning with Python, Second Edition introduces the field of deep learning using Python and the powerful Keras library.Setting up your own deep-learning environment.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. Machine learning has made remarkable progress in recent years. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Video description 'The clearest explanation of deep learning I have come was a joy to read.'ĭeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.

Francois chollet deep learning with python