TensorFlow for deep learning : from linear regression to reinforcement learning /
Bharath Ramsundar and Reza Bosagh Zadeh.
- Beijing : Mumbai : O'Reilly, Shroff Publishers & Distributors, 2018.
- xii, 240 p. : ill. ; 24 cm
Includes index.
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.