Computational Probability and Statistics
Course Code: APMA 1690 CRN: 60002
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Examination of probability theory and mathematical statistics from the perspective of computing. Topics selected from random number generation, Monte Carlo methods, limit theorems, stochastic dependence, Bayesian networks, dimensionality reduction. Suggested prerequisite: calculus-based probability. Prerequisite: MATH 0100, 0170, 0180, 0190, 0200, or 0350, or equivalent placement.