Machine Learning and Bayesian Inference - Lecture 1
43:43
YouTubeSean Holden's Artificial Intelligence Courses
Machine Learning and Bayesian Inference - Lecture 1
First lecture of the course on Machine Learning and Bayesian Inference. I describe the overall content of the course, and the way in which probability theory can be considered an alternative to the logicist approach to AI. A knowledge base is replaced by a probability distribution, and inference by the computation of conditional probability.
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