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洋書 - TensorFlow for Deep Learning

TensorFlow for Deep Learning

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

Table of Contents

1. Introduction to Deep Learning

2. Introduction to TensorFlow Primitives

3. Linear and Logistic Regression with TensorFlow

4. Fully Connected Deep Networks

5. Hyperparameter Optimization

6. Convolutional Neural Networks

7. Recurrent Neural Networks

8. Reinforcement Learning

9. Training Large Deep Networks

10. The Future of Deep Learning