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| 200 | 1 |
_aDeep learning with Python _fFrançois Chollet |
|
| 205 | _aSecond edition | ||
| 214 | 0 |
_aShelter Island (N. Y.) _cManning Publications |
|
| 214 | 4 | _dC 2021 | |
| 215 |
_a1 vol. (XXIV-478 p.) _cill. en noir et coul., couv. ill. en coul., phot. _d24 cm |
||
| 320 | _aIndex | ||
| 330 | _aEn 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 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." | ||
| 359 | 2 |
_b1. What is deep learning? _b2. The mathematical building blocks of neural networks _b3. Introduction to Keras and TensorFlow _b4. Getting started with neural networks: classification and regression _b5. Fundamentals of machine learning _b6. The universal workflow of machine learning _b7. Working with Keras: a deep dive _b8. Introduction to deep learning for computer vision _b9. Advanced deep learning for computer vision _b10. Deep learning for timeseries _b11. Deep learning for text _b12. Generative deep learning _b13. Best practices for the real world _b14. Conclusions |
|
| 452 |
_0262458578 _tDeep learning with Python _fFrançois Chollet _eSecond edition |
||
| 606 |
_3051626225 _aPython (langage de programmation) _2rameau |
||
| 606 |
_3027940373 _aApprentissage automatique _2rameau |
||
| 606 |
_3223540633 _aApprentissage profond _2rameau |
||
| 606 |
_3030971098 _aRéseaux neuronaux (informatique) _2rameau |
||
| 676 |
_a006.31 _v23 |
||
| 680 |
_aQA76.73.P98 _bC465 2021 |
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| 700 | 1 |
_3223366854 _aChollet _bFrançois _f1989-.... _4070 |
|