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MATH 6242. Probability II. 3 Credit Hours.

Develops the probability basis requisite in modern statistical theories and stochastic processes. Topics of this course include results for sums of independent random variables, Markov processes, martingales, Poisson processes, Brownian motion, conditional probability and conditional expectation, and topics from ergodic theory. Second of two classes.

Doctor of Philosophy with a major in Machine Learning

http://www.catalog.gatech.edu/programs/machine-learning-phd/

...Analysis MATH 6263, Testing Statistical Hypotheses MATH 6266...and Text Mining CSE 6242, Data and Visual...