120 credits including Probability and Statistics, Linear Algebra II, Single Variable Calculus and a course in introductory programming. Proficiency in English equivalent to the Swedish upper secondary course English 6.
This is an introductory course in statistical machine learning, with a focus on classification and regression. Fundamental methods are taught and applied to real data.