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ISYE 6416. Computational Statistics. 3 Credit Hours.

This class describes the available knowledge regarding statistical computing. Topics include random deviates generation, importance sampling, Monte Carlo Markov chain (MCMC), EM algorithms, bootstrapping, model selection criteria, (e.g. C-p, AIC, etc.) splines, wavelets, and Fourier transform.

Doctor of Philosophy with a major in Machine Learning

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

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