Process mining provides techniques to analyse discrete event data for understanding and improving processes from various application domains in an objective way. This advanced course on process mining teaches students the fundamental concepts and theoretical foundations of process mining along a complete process mining methodology, and exposes students to real-life data sets to understand challenges related to process discovery, conformance checking, and model extension. The techniques complement machine learning, statistics, and visualization in data analysis.