18 results for current filters
AI Engineering
Chip Huyen's practical guide to building production AI systems beyond research prototypes.
LLM Engineers Handbook
Paul Iusztin's hands-on framework for building production-ready LLM systems, featuring the innovative LLM Twin concept for AI personalization.
Natural Language Processing with Transformers
Master transformer architectures and large language models with Lewis Tunstall's practical guide.
Designing Machine Learning Systems
Chip Huyen's practical guide to building machine learning systems that work in production.
The Hundred-Page Machine Learning Book
Burkov's impossibly concise distillation of machine learning into 100 pages—math, intuition, and practical algorithms for practitioners.
Deep Learning for the Life Sciences
Bharath Ramsundar's practical guide to applying deep learning across genomics, drug discovery, microscopy, and molecular design for life sciences
Deep Learning
Ian Goodfellow's definitive 800-page textbook on deep learning - the comprehensive mathematical foundation for modern AI
Machine learning
Alpaydin's accessible primer on machine learning as 'the new AI' — algorithms that learn from data to power voice recognition and driverless cars.
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.
Rainbows End
Vernor Vinge's 2007 Hugo Award winner explores augmented reality San Diego 2025 through an Alzheimer's survivor relearning the world
The Emotion Machine
Minsky's radical theory that emotions are just different ways of thinking, not separate phenomena—with implications for conscious AI
Accelerando
Charles Stross's science fiction novel follows three generations through humanity's technological singularity and posthuman transformation
Speech and language processing
Jurafsky's foundational guide to computational language understanding and speech processing.
Introduction to AI robotics
Murphy's foundational textbook on AI robotics, covering the hierarchical, reactive, and hybrid paradigms that organize intelligence in robots.
Artificial intelligence
Russell's definitive AI textbook: from intelligent agents to deep learning and beyond.
Permutation City
Greg Egan's mind-bending exploration of consciousness where digital Copies discover their virtual reality may be more real than reality itself
Reinforcement Learning
Richard Sutton's definitive textbook on agents maximizing reward through interaction with uncertain environments. The gold standard RL text.