Kuiper family skiing at Beech Mountain 2024
USMA MA289: Mathematics of AI
Course Page - Department of Mathematical Sciences
Mathematics of AI Plan
Coursera: Machine Learning with Python
Home
ISLP Text
Geron Text
PMLR Text
Intro to Statistical Learning
Parametric Models: Linear & Logistic Regression
Non-Parametric Models: Decsision Trees and SVM
Unsupervised Learning: KNN and PCA
Deep Learning
Security / Ethical Concerns and Generative Model
Student Projects
Quick Links
Project 2: Classification Due NLT 2359 17 MAR 26 via Canvas
Project 3: Method Demo Due NLT 2359 14 APR 26 via Canvas
Assignment 2: Method Selection Due NLT 2359 24 MAR 26 via Google Colab
Intro to Stat Learning Course Google Drive
Math of Data Science Course Google Drive
Course Memo
Basic Report Format
Patrick Kuiper Gmail
