Deep Learning (Adaptive Computation and Machine Learning series) by Ian Goodfellow , Yoshua Bengio & Aaron Courville

Deep Learning is the definitive textbook for understanding the foundations and cutting-edge advances in deep learning.

Authored by leading AI researchers Ian Goodfellow, Yoshua Bengio, and Aaron Courville, this comprehensive guide covers a wide range of topics, from introductory linear algebra and neural networks to optimisation techniques, unsupervised learning, deep generative models, and recent breakthroughs in representation learning.

With a strong focus on both theory and practical implementation, it’s ideal for students, engineers, and researchers seeking to master the algorithms that power modern AI systems.