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Informatics and Computing
Description: Study of machine learning principles with a focus on uncertainty modeling, Bayesian inference, graphical models for complex inference problems, computational inference including message passing and Markov Chain Monte Carlo, and open research questions. Letter grade only.
Units: 3
Sections offered: Spring 2025
Prerequisite: Graduate status
Informatics and Computing
Term : Summer 2018
Catalog Year : 2017-2018
INF 504 - Data Mining And Machine Learning
Description: Study of machine learning principles with a focus on uncertainty modeling, Bayesian inference, graphical models for complex inference problems, computational inference including message passing and Markov Chain Monte Carlo, and open research questions. Letter grade only.
Units: 3
Sections offered: Spring 2025
Prerequisite: Graduate status