9 results for current filters
The Hundred-Page Machine Learning Book
Burkov's impossibly concise distillation of machine learning into 100 pages—math, intuition, and practical algorithms for practitioners.
The Book of Why
Judea Pearl's revolutionary framework for understanding causality and the do-operator that transforms how we think about cause and effect
Deep Learning
Ian Goodfellow's definitive 800-page textbook on deep learning - the comprehensive mathematical foundation for modern AI
Computer Vision
Szeliski's authoritative guide to computer vision algorithms and applications
Pattern Recognition and Machine Learning
Bishop's definitive machine learning textbook covering probabilistic models and pattern recognition fundamentals.
Speech and language processing
Jurafsky's foundational guide to computational language understanding and speech processing.
Artificial intelligence
Russell's definitive AI textbook: from intelligent agents to deep learning and beyond.
Reinforcement Learning
Richard Sutton's definitive textbook on agents maximizing reward through interaction with uncertain environments. The gold standard RL text.
Gödel, Escher, Bach
Hofstadter's masterpiece linking mathematics, art, and music to explore consciousness and self-reference.