I developed the material for 8 lectures for the pattern recognition and machine learning course (handouts, latex, slides). The material is largely based on Pattern Recognition Fundamental Theory and Exercise Problems by ARNE LEIJON and GUSTAV EJE HENTER. I gave the course in 2025 to master’s student at KTH Royal Institute of Technology.