PSTAT131/231: Introduction to Statistical Machine Learning

Undergraduate course, UCSB, PSTAT, 2024

For Fall 2022, Fall 2023, and Winter 2024, I was a teaching assistant for Introduction to Statistical Machine Learning (PSTAT131/231), a cross-listed graduate/undergraduate course on machine learning techniques in R.

Responsibilities

I hold sections and grade assignments for approximately 40 students.

Topics Covered

Lasso, ridge, PCA, KNN, decision trees, random forests, K-means clustering, data visualization