OTHER EDUCATIONAL ACTIVITIES (AAF) - Industrial stage, Internships and other complementary educational activities agrees with the Data Science study committee for a total of 3 ECTS
REQUIRED COURSES - Four required courses for a total 39 ECTS
OPTIONAL GROUP A - choose one course for a total of 6 ECTS
OPTIONAL GROUP B - choose three courses for a total of 18 ECTS
OPTIONAL GROUP C - choose one course for a total of 6 ECTS
OPTIONAL GROUP D - choose two courses for a total of 12 ECTS
FREE CHOICE COURSES - choose two courses among all optional groups or any other courses offered from Sapienza
-- 6 ECTS first year - semester II + 6 ECTS second year - semester II, for a total of 12 ECTS
MASTER THESIS - Final project to be developed under the guidance of an industrial or an academic tutor for a total of 24 ECTS
FIRST YEAR
SEMESTER I | |
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ALGORITHMIC METHODS OF DATA MINING AND LABORATORY | 9 ECTS |
FUNDAMENTALS OF DATA SCIENCE AND LABORATORY | 9 ECTS |
STATISTICAL METHODS IN DATA SCIENCE AND LABORATORY I | 9 ECTS |
SECOND YEAR
SEMESTER I | |
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DATA PRIVACY AND SECURITY | 6 ECTS |
COMPUTATIONAL DATA ANALYSIS | 6 ECTS |
SIGNAL PROCESSING FOR BIG DATA | 6 ECTS |
OPTIMIZATION METHODS FOR MACHINE LEARNING | 6 ECTS |
BIOINFORMATICS | 6 ECTS |
BIG DATA FOR OFFICIAL STATISTICS | 6 ECTS |
DIGITAL EPIDEMIOLOGY | 6 ECTS |
NEURAL NETWORKS FOR DATA SCIENCE APPLICATIONS | 6 ECTS |
SEMESTER II | |
---|---|
ADVANCED MACHINE LEARNING | 6 ECTS |
SMART ENVIRONMENTS | 6 ECTS |
STATISTICS FOR STOCHASTIC PROCESS | 6 ECTS |
EARTH OBSERVATION DATA ANALYSIS | 6 ECTS |
DATA DRIVEN ECONOMICS | 6 ECTS |
EFFICIENCY AND PRODUCTIVITY ANALYSIS | 6 ECTS |
GEOMATICS AND GEOINFORMATION | 6 ECTS |