Deep learning with Python

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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Bibliographic Details
Available online : Online Via Deep learning with Python
Main Author : Chollet François (Auteur)
Format : Book
Language : anglais
Title statement : Deep learning with Python / François Chollet
Edition : Second edition
Published : Shelter Island (N. Y.) : Manning Publications , C 2021
Physical Description : 1 vol. (XXIV-478 p.)
Subjects :
Python (langage de programmation)
Apprentissage automatique
Apprentissage profond
Réseaux neuronaux (informatique)
Related Items : Additional physical form: 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