Statistical Learning

Python computer labs introducing fundamental concepts in statistical learning and machine learning (regression, classification, clustering, optimization, and neural networks) for Master's students in Applied Mathematics.

Nonparametric Statistics and High-Dimensional Data

Exercise classes on advanced topics in statistics (nonparametric testing, nonparametric regression, supervised classification, and high-dimensional estimation and shrinkage) for Master's students in Applied Mathematics.