Written by some of the most influential researchers in the field, this comprehensive textbook provides a thorough introduction to deep learning—the technology behind the recent breakthroughs in artificial intelligence. It covers the mathematical foundations, core algorithms, and practical applications of deep neural networks.
Computer science students, researchers, engineers, and anyone looking for a rigorous and authoritative guide to the theory and practice of deep learning.