PSTAT134/234: Statistical Data Science

Undergraduate/Graduate course, UCSB, PSTAT, 2021

For Fall 2021 and Spring 2024, I was a teaching assistant for Statistical Data Science (PSTAT134/234), a cross-listed undergraduate/graduate course covering techniques in data science in Python.

Responsibilities

I led sections, wrote weekly material, and graded assignments for approximately 40 undergraduate students.

Topics Covered

Linear regression, PCA, lasso, ridge, data visualization, kernel density, loss functions