Academic Year 2017-18 - COURSE PLAN

All the students must submit their study plan through Infostud: MORE INFO...

Course Plan Advisor: prof. PIERPAOLO BRUTTI
                                       pierpaolo.brutti@uniroma1.it

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 6 ECTS
INTELLECTUAL PROPERTY COMPETITION AND DATA PROTECTION LAW 6 ECTS
ECONOMICS OF NETWORK INDUSTRIES 6 ECTS

 

SEMESTER II
NETWORKING FOR BIG DATA AND LABORATORY 9 ECTS
STATISTICAL METHODS IN DATA SCIENCE AND LABORATORY II 6 ECTS
DATA MANAGEMENT FOR DATA SCIENCE 6 ECTS
CLOUD COMPUTING 6 ECTS
DATA MINING TECHNOLOGY FOR BUSINESS AND SOCIETY 6 ECTS
DATA MONITORING ANALYSIS AND COMMUNICATION 6 ECTS
STATISTICAL LEARNING 6 ECTS
QUANTITATIVE MODELS FOR ECONOMIC ANALYSIS AND MANAGEMENT 6 ECTS

 

SECOND YEAR

SEMESTER I
DATA PRIVACY AND SECURITY 6 ECTS
SOCIAL AND BEHAVIORAL NETWORKS 6 ECTS
SIGNAL PROCESSING FOR BIG DATA 6 ECTS
OPTIMIZATION METHODS FOR MACHINE LEARNING 6 ECTS
STATISTICS FOR STOCHASTIC PROCESS 6 ECTS
BIOINFORMATICS 6 ECTS
BIG DATA FOR OFFICIAL STATISTICS 6 ECTS
DIGITAL EPIDEMIOLOGY 6 ECTS

 

SEMESTER II
SMART ENVIRONMENTS 6 ECTS
EARTH OBSERVATION DATA ANALYSIS    6 ECTS 
DATA DRIVEN ECONOMICS 6 ECTS 
EFFICIENCY AND PRODUCTIVITY ANALYSIS 6 ECTS