Laurea Magistrale in Statistical Sciences

Curriculum Data science: per studenti immatricolati nell'a.a. 2019-20

Classes will be held in the following terms: First term (from 21/09 to 24/10/2020); Second term (from 09/11 to 12/12/2020); Third term (from 15/02 to 20/03/2021); Fourth term (from 19/04 to 22/05/2021); S (from 15/02 to 22/05/2021); CT1 (dal 26/10/2020 al 22/12/2020); CT2 (dal 17/02/2021 al 4/06/2021). Lesson Hours: 4 ECTS (CFU) = 24; 6 ECTS (CFU) = 30; 10 ECTS (CFU) = 60.

Primo Anno di Corso

1. Learning activities

periodo ? L'arco di tempo in cui si tengono le lezioni di un insegnamento 1: 21/09/2020 - 31/10/2020 2: 09/11/2020 - 17/12/2020 3: 15/02/2021 - 26/03/2021 4: 19/04/2021 - 29/05/2021 P: 21/09/2020 - 17/12/2020 S: 15/02/2021 - 29/05/2021 CT1: 26/10/2020 - 22/12/2020 CT2: 17/02/2021 - 04/06/2021 ssd ? Settore scientifico disciplinare a cui appartiene l'insegnamento cfu ? Crediti formativi universitari
85164 NONPARAMETRIC STATISTICS - non attivo per l'anno  2020/2021 2 SECS-S/01 6
90480 STOCHASTIC PROCESSES 3 SECS-S/01 6
87451 TIME-TO-EVENT DATA ANALYSIS 3 SECS-S/05 6
90481 ADVANCED TIME SERIES 4 SECS-S/01 6
85159 FUNDAMENTAL CONCEPTS OF STATISTICS P SECS-S/01 10
90477 MACHINE LEARNING SYSTEMS FOR DATA SCIENCE P ING-INF/05 10
85166 STATISTICAL SOFTWARE P 4
85160 STATISTICAL MODELS AND APPLICATIONS S SECS-S/01 10

2. One activity to be chosen between: (6 CFU)

periodo ? L'arco di tempo in cui si tengono le lezioni di un insegnamento 1: 21/09/2020 - 31/10/2020 2: 09/11/2020 - 17/12/2020 3: 15/02/2021 - 26/03/2021 4: 19/04/2021 - 29/05/2021 P: 21/09/2020 - 17/12/2020 S: 15/02/2021 - 29/05/2021 CT1: 26/10/2020 - 22/12/2020 CT2: 17/02/2021 - 04/06/2021 ssd ? Settore scientifico disciplinare a cui appartiene l'insegnamento cfu ? Crediti formativi universitari
85162 DIFFERENTIAL CALCULUS 2 SECS-S/06 6
85161 MEASURE THEORY 3 SECS-S/06 6

Secondo Anno di Corso

1. Learning activities

periodo ? L'arco di tempo in cui si tengono le lezioni di un insegnamento 1: 21/09/2020 - 31/10/2020 2: 09/11/2020 - 17/12/2020 3: 15/02/2021 - 26/03/2021 4: 19/04/2021 - 29/05/2021 P: 21/09/2020 - 17/12/2020 S: 15/02/2021 - 29/05/2021 CT1: 26/10/2020 - 22/12/2020 CT2: 17/02/2021 - 04/06/2021 ssd ? Settore scientifico disciplinare a cui appartiene l'insegnamento cfu ? Crediti formativi universitari
85177 LATENT VARIABLE MODELS 1 SECS-S/01 6
85175 BAYESIAN INFERENCE 2 SECS-S/01 6
90483 MODERN STATISTICS AND BIG DATA ANALYTICS P SECS-S/01 10

2. Final examination (24 CFU)

For those students who carry out an internship for the preparation for the final examination or the preparation for the final examination in Italy or abroad, the final examination will be divided in 2 parts: final examination and internship/preparation for the final examination in Italy or abroad.
periodo ? L'arco di tempo in cui si tengono le lezioni di un insegnamento 1: 21/09/2020 - 31/10/2020 2: 09/11/2020 - 17/12/2020 3: 15/02/2021 - 26/03/2021 4: 19/04/2021 - 29/05/2021 P: 21/09/2020 - 17/12/2020 S: 15/02/2021 - 29/05/2021 CT1: 26/10/2020 - 22/12/2020 CT2: 17/02/2021 - 04/06/2021 cfu ? Crediti formativi universitari
86301 FINAL EXAMINATION 1 12
84551 INTERNSHIP ABROAD FOR PREPARATION OF THE FINAL EXAMINATION
300 hours 		1 12
84549 INTERNSHIP FOR PREPARATION FOR THE FINAL EXAMINATION
300 hours 		1 12
33024 MASTER THESIS 1 24
84548 PREPARATION FOR THE FINAL EXAMINATION ABROAD 1 12

3. Electives (10 CFU) (massimo 30 CFU)

The degree programme suggests the following courses, together with those activated in the framework of the UNIBO (students can only choose courses taught in English). These subjects can be chosen at the 1 and the 2 year.
periodo ? L'arco di tempo in cui si tengono le lezioni di un insegnamento 1: 21/09/2020 - 31/10/2020 2: 09/11/2020 - 17/12/2020 3: 15/02/2021 - 26/03/2021 4: 19/04/2021 - 29/05/2021 P: 21/09/2020 - 17/12/2020 S: 15/02/2021 - 29/05/2021 CT1: 26/10/2020 - 22/12/2020 CT2: 17/02/2021 - 04/06/2021 ssd ? Settore scientifico disciplinare a cui appartiene l'insegnamento cfu ? Crediti formativi universitari
93762 ADVANCED PROBABILITY 1 MAT/06 6
92796 ADVANCED TOPICS IN STATISTICS FOR (FUZZY) SET-VALUED DATA 1 SECS-S/01 3
85173 ANALYSIS OF CATEGORICAL DATA 1 SECS-S/01 6
82522 INTERNSHIP
250 hours 		1 10
87484 ADVANCED SURVIVAL ANALYSIS 2 SECS-S/01 6
85199 SURVEY SAMPLING 2 SECS-S/01 6
73387 CREATIVITY AND INNOVATION M CT2 3
85169 DIFFERENTIAL EQUATIONS 2 MAT/05 6
94131 HEALTH LITERACY - LM CT2 3
92346 INFORMATION LITERACY IN LINGUA INGLESE - BOLOGNA CT2 3
94133 SCIENCE OF CLIMATE CHANGE AND CLIMATE ACTIONS CT2 3
94122 SOFT SKILLS TO BE EFFECTIVE AT WORK CT2 3
85170 COMPUTATIONAL HUMAN GENOMICS 3 BIO/08 6
85195 MULTIVARIATE STATISTICS 3 SECS-S/01 6
85168 DISCRETE MATHEMATICS 4 MAT/02 6
79062 ECONOMETRICS 4 SECS-P/05 6
85171 EXPERIMENTAL PSYCHOLOGY 4 M-PSI/01 6
95010 PYTHON FOR ANALYTICS 4 SECS-S/01 6
87480 DEMOGRAPHIC ANALYSIS P SECS-S/04 10