BOOK · [268]
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Machine Learning / Primer
University of Washington professor Pedro Domingos surveys the five major tribes of machine learning—symbolists, connectionists, evolutionaries, Bayesians, and analogizers—and argues that unifying them into a single 'master algorithm' is both possible and transformative. Accessible to non-technical readers while honest about the underlying mathematical ideas, it remains one of the best on-ramps to understanding what machine learning is and why it matters. Aligns with the AI Canon's 'gentle introduction' section aimed at technologists who want foundational understanding before diving into papers.