TY - BOOK AU - Buduma,Nikhil AU - Locascio,Nicholas TI - Fundamentals of deep learning: designing next-generation machine intelligence algorithms SN - 9789355420121 U1 - 006.31 21 PY - 2022/// CY - Sebastopol, CA PB - O'Reilly Media KW - Artificial intelligence KW - Machine learning KW - Neural networks (Computer science) KW - Deep learning N1 - 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 ER -