MAT 3373 Methods of Machine Learning
3 units
Mathematics
Faculty of Science
Multivariate linear and polynomial regression, logistic regression, k-nearest neighbours. Regularization methods, Bayesian inference, naïve Bayes classification. Cross-validation, bootstrap. Tree-based methods. Principal component analysis. Clustering.
Components:
Lecture
Previously Offered Terms:
Fall
Winter
French Equivalent: