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Explore probabilistic criteria for defining learning in this 49-minute lecture on Bayesian learning fundamentals. Examine maximum a posteriori and maximum likelihood learning criteria through practical examples. The lecture provides a comprehensive introduction to probabilistic approaches in machine learning. For additional resources and detailed notes, visit the supplementary materials page on the instructor's website.
Syllabus
Lecture 22b: Introduction to Bayesian learning
Taught by
UofU Data Science