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ISYE 6420. Introduction to Theory and Practice of Bayesian Statistics. 3 Credit Hours.

Rigorous introduction to the theory of Beysian Statistical Inference. Bayesian estimation and testing. Conjugate priors. Noninformative priors. Bayesian computation. Bayesian networks and Bayesian signal processing. Various engineering applications.

Doctor of Philosophy with a major in Machine Learning

...Experiments ISYE 6414, Regression Analysis ISYE 6416, Computational Statistics ISYE 6420, Bayesian Statistics ISYE 6761...