Products tagged “Deep Learning”

This textbook teaches the mathematics and concepts behind deep learning, not just how to use the tools.

Christopher M. Bishop, author of Pattern Recognition and Machine Learning, and Hugh Bishop cover neural networks, Transformers and LLMs, Graph Neural Networks, and generative models including VAEs, GANs, and diffusion models, with a Bayesian approach to uncertainty throughout. It is written for students, researchers, and practitioners in AI. ISBN 9783031454677.