Advanced Data Analysis II: Data vs. Theory (77743)
The course develops advanced methods of analyzing and simulating experimental/ observational data. The main focus is on the confrontation of theory with data: parameters estimation, hypothesis testing and Bayesian inference. Inference without theory by machine learning will be introduced.