TensorFlow for deep learning from linear regression to reinforcement learning
Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems...
| Otros Autores: | , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Beijing, [China] :
O'Reilly Media
2018.
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| Edición: | First edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631108406719 |
Tabla de Contenidos:
- Introduction to deep learning
- Introduction to TensorFlow primitives
- Linear and logistic regression with TensorFlow
- Fully connected deep networks
- Hyperparameter optimization
- Convolutional neural networks
- Recurrent neural networks
- Reinforcement learning
- Training large deep networks
- The future of deep learning.
