Chollet Francois - Deep Learning With Python - Paperback

Binding: Paperback
Description: " The first edition of Deep Learning with Python is one of the best books on the subject. The second edition made it even better." - Todd Cook 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. Written by Google AI researcher Fran ois 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. You'll build your understanding through practical examples and intuitive explanations that make the complexities of deep learning accessible and understandable. about the technology Machine learning has made remarkable progress in recent years. We've gone from near - unusable speech recognition to near - human accuracy. From machines that couldn't beat a serious Go player to defeating a world champion. Medical imaging diagnostics weather forecasting and natural language question answering have suddenly become tractable problems. 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 sector about the book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. You'll learn directly from the creator of Keras Fran ois Chollet building your understanding through intuitive explanations and practical examples. 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 explore challenging concepts and practice with applications in computer vision natural - language processing and generative models. By the time you finish you'll have the knowledge and hands - on skills to apply deep learning in your own projects. what's inside Deep learning from first principles Image - classification imagine segmentation and object detection Deep learning for natural language processing Timeseries forecasting Neural style transfer text generation and image generation about the reader Readers need intermediate Python skills. No previous experience with Keras Tensor Flow or machine learning is required. about the author Fran ois Chollet works on deep learning at Google in Mountain View C a. He is the creator of the Keras deep - learning library as well as a contributor to the Tensor Flow machine - learning framework. He also does AI research with a focus on abstraction and reasoning. 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.
Title: Deep Learning With Python
Author(s): Chollet Francois
Publisher: Manning Publications
Barcode: 9781617296864
Pages: 400 Pages
Publication Date: 12/21/2021
Category: Machine Learning