This book shows how to put the full capabilities of deep learning into action. This extensively revised full color second edition introduces deep learning using Python and Keras, and François Chollet, creator of Keras, provides insights for both novice and experienced ML practitioners. You’ll learn practical techniques that are easy to apply in the real world, and important theory for perfecting neural networks.

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

Author: François Chollet
Publisher: Manning
Date: December 2021
Pages: 504
ISBN: 978-1617296864
Print: 1617296864
Kindle: B09KJXK752
Audience: Python developers interested in machine learning
Level: Intermediate/Advanced
Category: Python and Artificial Intelligence

Topics covered:

• Deep learning from first principles   
• Image classification and image segmentation
• Timeseries forecasting
• Text classification and machine translation
• Text generation, neural style transfer, and image generation
• Full color printing throughout

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