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-- e...
Guardado en:
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| Formato: | Libro |
| Publicado: |
Shelter Island :
Manning Publications,
[2021]
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| Edición: | Second edition. |
| Materias: |
Tabla de Contenidos:
- 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.
