· 2012· Book chapter
Machine learning a probabilistic perspective
- 9,328citations
- 2012year
Short summary
This textbook provides a comprehensive, self-contained introduction to machine learning using a unified, probabilistic approach, covering foundational math, recent developments like deep learning, and practical implementation via the PMTK MATLAB package.
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Artificial IntelligenceComputer Science