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Deep learning with Python
En 4e de couverture : "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 p...
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En ligne Via Deep learning with Python
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| Auteur principal : | |
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Deep learning with Python / François Chollet |
| Édition : | Second edition |
| Publié : |
Shelter Island (N. Y.) :
Manning Publications
, C 2021 |
| Description matérielle : | 1 vol. (XXIV-478 p.) |
| Sujets : | |
| Documents associés : | Autre format:
Deep learning with Python |
- 1. What is deep learning?
- 2. The mathematical building blocks of neural networks
- 3. Introduction to Keras and TensorFlow
- 4. Getting started with neural networks: classification and regression
- 5. Fundamentals of machine learning
- 6. The universal workflow of machine learning
- 7. Working with Keras: a deep dive
- 8. Introduction to deep learning for computer vision
- 9. Advanced deep learning for computer vision
- 10. Deep learning for timeseries
- 11. Deep learning for text
- 12. Generative deep learning
- 13. Best practices for the real world
- 14. Conclusions