University of California, Davis

Instructor

• STA 141B - Data & Web Technologies for Data Analysis
  - 2022 & 2023 Winter§

  [Syllabus] [L1] [L2] [L3] [L4] [L5] [L6] [L7] [L8] [L9] [L10] [L11] [L12] [L13] [L14] [L15] [L16] [L17] [L18]

• STA 141C - Big Data & High Performance Statistical Computing
  - 2022 & 2023 Winter§; 2022 & 2023 Spring§

  [Syllabus] [W1-1] [W1-2] [W2-1] [W2-2] [W3-1] [W3-2] [W4-1] [W4-2] [W5-1] [W5-2] [W6-1] [W6-2]

  [W7-1] [W7-2] [W8-1] [W8-2] [W9-1]

• STA 208 - Statistical Machine Learning
  - 2022 & 2023 Spring†

  [Syllabus] [W1-1:Intro] [W1-2:LR] [W2-1:Subset selection] [W2-2:Ridge] [W3-1:Lasso] [W3-2:HD]

  [W4-1:Logistic&LDA] [W4-2:SVM] [W5-1:KMeans&GMM] [W5-2:PCA] [W6-1:SPCA] [W6-2:BA]

  [W7-1:MCMC] [W7-2:KDE] [W8-1:DPMM] [W8-2:Splines] [W9-1:GP] [W9-2:Variational Inference]

Yale University

Guest lecturer

• S&DS 170/570 - YData: ExoStatistics: Exploring Extrasolar Planets with Data Science, Yale University
  - 2019 April§

North Carolina State University

Lab instructor

• ST512 - Experimental Statistics for Biological Sciences II , Department of Statistics, NC State University
  - 2015 Fall†; 2016 Spring†; 2016 Fall†‡; 2017 Fall†‡

Online course teaching assistant

• ST555 - SAS programming I, Department of Statistics, NC State University
  - 2014 Summer I†; 2014 Fall†; 2015 Spring†

Grader

• ST590 - Statistical Practice (consulting), Department of Statistics, NC State University
  - 2016 Spring†; 2017 Spring†‡

§ undergraduate; † master; ‡ Ph.D.