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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 2024
Prerequisite: Graduate status, INF 511
Informatics and Computing
Term : Summer 2023
Catalog Year : 2022-2023
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 2024
Prerequisite: Graduate status, INF 511