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Deep learning with Python
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-- ev...
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| Auteur principal : | |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Deep learning with Python / François Chollet |
| Édition : | Second edition |
| Publié : |
Shelter island :
Manning
, 2021 |
| Accès en ligne : |
Accès Nantes Université
Accès direct soit depuis les campus via le réseau ou le wifi eduroam soit à distance avec un compte @etu.univ-nantes.fr ou @univ-nantes.fr |
| Note sur l'URL : | Attention, l'accès à la ressource est limitée à 3 utilisations simultanées |
| Sujets : | |
| Documents associés : | Autre format:
Deep learning with Python |
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| 200 | 1 | |a Deep learning with Python |f François Chollet | |
| 205 | |a Second edition | ||
| 214 | 0 | |a Shelter island |c Manning |d 2021 | |
| 230 | |a Données textuelles | ||
| 303 | |a Notice rédigée d'après la consultation, 2022-05-18 | ||
| 304 | |a Titre provenant de l'écran d'accueil | ||
| 307 | |a La pagination de l'édition imprimée correspondante est de : 478 pages | ||
| 320 | |a Index | ||
| 330 | |a 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. "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 illustrations, and clear examples. You'll quickly pick up the skills you need to start developing deep-learning applications. | ||
| 337 | |a Nécessite un logiciel capable de lire un fichier aux formats HTML ou EPUB | ||
| 359 | 2 | |b 1. What is deep learning? |b 2. The mathematical building blocks of neural networks |b 3. Introduction to Keras and TensorFlow |b 4. Getting started with neural networks: classification and regression |b 5. Fundamentals of machine learning |b 6. The universal workflow of machine learning |b 7. Working with Keras: a deep dive |b 8. Introduction to deep learning for computer vision |b 9. Advanced deep learning for computer vision |b 10. Deep learning for timeseries |b 11. Deep learning for text |b 12. Generative deep learning |b 13. Best practices for the real world |b 14. Conclusions | |
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