Below are links to Matlab Livescripts used to illustrate/explain some content of Math 4210
Bias-variance tradeoff
Bayes' rule
Logistic regression
Cross Validation and Bootstrap
Splines and related topics
Tree-based methods
Bagging, Boosting, and Hierarchical Mixtures of Experts
Maximal margin and Support Vector Machine classifiers
K-means/medoid clustering