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Ian Goodfellow's definitive 800-page textbook on deep learning - the comprehensive mathematical foundation for modern AI

Szeliski's authoritative guide to computer vision algorithms and applications

Bishop's definitive machine learning textbook covering probabilistic models and pattern recognition fundamentals.

Jurafsky's foundational guide to computational language understanding and speech processing.

Russell's definitive AI textbook: from intelligent agents to deep learning and beyond.