Family Ski Picture
Kuiper family skiing at Beech Mountain 2024

USMA MA289: Mathematics of AI

Course Page - Department of Mathematical Sciences

Intro to Statistical Learning

Parametric Models: Linear & Logistic Regression

Non-Parametric Models: Decision Trees, Ensembles & SVM

Unsupervised Learning, Clustering, and Intro to Neural Networks

Model Evaluation & Deep Learning

Security, Ethics & Generative Models

Kaggle Competitions