Statistical theory and mathematics

The purpose of the course is that students learn the main mathematical, statistical and computational tools needed to approach a data science problem. The course serves mostly to refresh students' knowledge, and to ensure that all students have a common mathematical and statistical background.

At the end of the course, students will be able to formalize real world problems in a mathematical way and to implement the appropriate statistical inference methods.