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University of South Carolina
(All course webpages are on Blackboard)
STAT 718: High-Dimensional Data (Spring 2021)
Graduate course covering supervised and unsupervised machine learning, optimization algorithms for big data, sparse statistical modeling, and structured sparsity regularization
[Syllabus] [Class Schedule]
STAT 714: Linear Statistical Models (Fall 2020, Fall 2021)
Graduate course covering matrix algebra, estimation and inference for linear models, Gauss Markov and generalized least squares models, and shrinkage methods
[Syllabus] [Class Schedule]
University of Florida
STA 3024: Introduction to Statistics II (Spring 2016)
Undergraduate course covering parametric/nonparametric hypothesis tests and confidence intervals, one-way and two-way analysis of variance, simple and multiple linear regression, and categorical data analysis
[Syllabus] [Class Schedule]