Data Science — Sapienza Università di Roma, Roma

Il piano degli esami

1° anno

• ALGORITHMIC METHODS OF DATA MINING AND LABORATORY — 9 CFU
• FUNDAMENTALS OF STATISTICAL LEARNING — 12 CFU
• Fundamentals of Data Science — 9 CFU
• FUNDAMENTALS OF NETWORKING AND SIGNAL PROCESSING — 9 CFU
• Gruppo opzionale A (scegli 6 CFU): OPTIMIZATION METHODS FOR DATA SCIENCE 6 CFU; STOCHASTIC PROCESSES FOR DATA SCIENCE 6 CFU; STATISTICAL MACHINE LEARNING 6 CFU
• Gruppo opzionale C (scegli 6 CFU): QUANTITATIVE MODELS FOR ECONOMIC ANALYSIS AND MANAGEMENT 6 CFU; Data Driven Economics 6 CFU; EUROPEAN DATA LAW IN A GLOBAL DIGITAL ECONOMY 6 CFU; ECONOMICS OF NETWORK INDUSTRIES 6 CFU
• Elective course (scegli 6 CFU):

2° anno

• FINAL EXAM DATA SCIENCE — 24 CFU
• ADDITIONAL SKILLS FOR CAREER DEVELOPMENT — 3 CFU
• Gruppo opzionale B (scegli 18 CFU): CLOUD COMPUTING 6 CFU; DATA PRIVACY AND SECURITY 6 CFU; SIGNAL PROCESSING FOR MACHINE LEARNING 6 CFU; BIG DATA COMPUTING 6 CFU; GRAPH MINING AND APPLICATIONS 6 CFU; NATURAL LANGUAGE PROCESSING AND TEXT MINING 6 CFU; ADVANCED MACHINE LEARNING AND COMPUTER VISION 6 CFU; NETWORK SCIENCE AND COMPLEX SYSTEMS 6 CFU; SMART ENVIRONMENTS AND CYBER PHYSICAL SPACES 6 CFU; DATA MANAGEMENT FOR DATA SCIENCE 6 CFU
• Gruppo opzionale D (scegli 12 CFU): BIG DATA FOR OFFICIAL STATISTICS 6 CFU; GEOMATICS AND GEOINFORMATION 6 CFU; BIOINFORMATICS AND NETWORK MEDICINE 6 CFU; DIGITAL EPIDEMIOLOGY AND PRECISION MEDICINE 6 CFU; EARTH OBSERVATION DATA ANALYSIS 6 CFU; NEURAL NETWORKS FOR DATA SCIENCE 6 CFU; ECONOMICS AND COMPUTATION 6 CFU; GENERATIVE MODELS FOR AUDIO 6 CFU; PANEL DATA MODELLING 6 CFU
• Elective course (scegli 6 CFU):