Résumé
Printed in full color! Unlock the groundbreaking advances of deep learning with this extensively revised new edition of the bestselling original. Learn directly from the creator of Keras and master practical Python deep learning techniques that are easy to apply in the real world.
In Deep Learning with Python, Second Edition you will learn:
Deep Learning with Python has taught thousands of readers 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 is loaded with 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.
In Deep Learning with Python, Second Edition you will learn:
- 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
- Printed in full color throughout
Deep Learning with Python has taught thousands of readers 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 is loaded with 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.
about the technology
Recent innovations in deep learning unlock exciting new software capabilities like automated language translation, image recognition, and more. Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach-even if you have no background in mathematics or data science. This book shows you how to get started.about the book
Deep Learning with Python, Second Edition 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.L'auteur - François Chollet
François Chollet est un ingénieur et chercheur en apprentissage profond chez Google à Mountain View, en Californie aux Etats-Unis. Il est le créateur de la bibliothèque d'apprentissage profond Keras, ainsi qu'un contributeur à la bibliothèque logicielle d'apprentissage automatique TensorFlow.
François Chollet est spécialisé dans la vision par ordinateur et les applications de l'apprentissage automatique au raisonnement formel. Ses articles sont publiés dans les plus grandes conférences du domaine, notamment CVPR, NeurIPS, ICLR et bien d'autres.
Autres livres de François Chollet
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | Mannings publ. |
| Auteur(s) | François Chollet |
| Parution | 25/10/2021 |
| Édition | 2eme édition |
| Nb. de pages | 400 |
| Couverture | Broché |
| Intérieur | Quadri |
| EAN13 | 9781617296864 |
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