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This book introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you'll build your understanding through intuitive explanations, crisp color illustrations, and clear examples. You'll quickly pick up the skills you need to start developing deep-learning applications.
- 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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