Deep Learning with Python, Second Edition
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 François 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, François 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, TensorFlow, or machine learning is required.
about the author
François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow 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.
Best prices to buy, sell, or rent ISBN 9781617296864
Frequently Asked Questions about Deep Learning with Python, Second Edition
The price for the book starts from $33.13 on Amazon and is available from 34 sellers at the moment.
At BookScouter, the prices for the book start at $21.18. Feel free to explore the offers for the book in used or new condition from various booksellers, aggregated on our website.
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As for the Deep Learning with Python, Second Edition book, the best buyback offer comes from and is $ for the book in good condition.
The Deep Learning with Python, Second Edition book is in average demand now as the rank for the book is 76,925 at the moment. It's quite a low rank, and the book has no significant sales on Amazon. A rank below 100,000 means roughly 1 book sale per day. At the same time, a book which is 5 years old, and still in the top 100k most of the time - that’s a book doing well.
The highest price to sell back the Deep Learning with Python, Second Edition book within the last three months was on December 16 and it was $21.92.