TensorFlow for deep learning: from linear regression to reinforcement learning - Ramsundar, Bharath; Zadeh, Reza Bosagh (Mumbai: Shroff Publishers, 2018)
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
Includes index
Keywords: Deep Learning; Machine Learning; Artificial Intelligence; Reinforcement Learning; Data Mining