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:
Organized
85 responses
4.00
/ 5
Clear Expectations
85 responses
3.82
/ 5
Learned a Lot
85 responses
4.14
/ 5
Fair Assessments
85 responses