gabboraron/Computer_Aided_Solution_Processing

In the lecture course, students learn elements of supervised machine learning and mathematical optimization with emphasis on regression methods and combinatorial optimization. The course also discusses methods for estimation of machine learning model's predictive performance, feature selection, optimization of model's structure, as well as practical applications of the methods.