Fundamentals of deep learning : designing next-generation machine intelligence algorithms /
Nikhil Buduma ; with contributions by Nicholas Locascio.
- First edition.
- xii, 283 pages : illustrations
Includes bibliographical references and index.
The neural network -- Training feed-forward neural networks -- Implementing neural networks in TensorFlow -- Beyond gradient descent -- Convolutional neural networks -- Embedding and representation learning -- Models for sequence analysis -- Memory augmented neural networks -- Deep reinforcement learning.