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]