Ramsundar, Bharath,

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.

9789352137046

2018304474


TensorFlow (Electronic resource)


Machine learning.
Reinforcement learning.
Artificial intelligence.

Q325.5 / .R363 2018

006.31 / RAM