MAT 3373 Methods of Machine Learning
3 crédits
Mathematiques
Faculte des sciences
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.
Volet:
Cours magistral
Terme proposées précédemment:
Automne
Hiver
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