2018-2019
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 | |
|---|---|
| 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 | |
|---|---|
| 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 |