First Year
Mandatory Courses
Bayesian Inference (6 CFU, SECS-S/01)
Stochastic Processes (6 CFU, SECS-S/01)
Supervised Statistical Learning (6 CFU, SECS-S/01)
Advanced Time Series (6 CFU, SECS-S/01)
Data Science Applications (6 CFU, SECS-S/05)
Fundamental Concepts of Statistics (10 CFU, SECS-S/01)
Statistical Software (4 CFU)
Statistical Models and Applications (10 CFU, SECS-S/01)
One Activity to Choose (6 CFU)
Advanced Probability (6 CFU, MAT/06)
Differential Equations (6 CFU, SECS-S/06)
Differential Calculus (6 CFU, SECS-S/06)
Measure Theory (6 CFU, SECS-S/06)
Second Year
Mandatory Courses
Latent Variable Models (6 CFU, SECS-S/01)
Machine Learning Systems for Data Science (10 CFU, ING-INF/05, Not available for 2024/2025)
Modern Statistics and Big Data Analytics (10 CFU, SECS-S/01)
Electives (10 CFU) Choose from the following suggested elective courses (max limit 30 CFU total):
Advanced Probability (6 CFU, MAT/06)
Advanced Survival Analysis (6 CFU, SECS-S/01)
Analysis of Categorical Data (6 CFU, SECS-S/01)
Big Data (Privacy) (6 CFU, IUS/01)
Databases (6 CFU, ING-INF/05)
Internship (10 CFU)
Differential Equations (6 CFU, SECS-S/06)
Differential Calculus (6 CFU, SECS-S/06)
Measure Theory (6 CFU, SECS-S/06)
Multivariate Statistics (6 CFU, SECS-S/01)
Optimal Design of Experiments (6 CFU, SECS-S/01)
Population and Climate Change (6 CFU, SECS-S/04)
Computational Human Genomics (6 CFU, BIO/08)
Discrete Mathematics (6 CFU, MAT/02)
Econometrics (6 CFU, SECS-P/05)
Experimental Psychology (6 CFU, M-PSI/01)
Statistical Models for (Fuzzy) Set-Valued Data (3 CFU, SECS-S/06)
Biodemography (10 CFU, SECS-S/04)
Social Demography (10 CFU, SECS-S/04)
Language Courses (max limit 18 CFU)
French Language Test B (6 CFU)
German Language Test B (6 CFU)
Spanish Language Test B (6 CFU)
Final Examination (24 CFU)
Final Examination (12 CFU)
Internship Abroad for Preparation for the Final Examination (12 CFU)
Internship for Preparation for the Final Examination (12 CFU)
Master Thesis (24 CFU)
Preparation for the Final Examination Abroad (12 CFU)
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