Second Cycle Degree/Two Year Master in Statistical Sciences

Curriculum Health and Population Analytics: for students enrolled in the a.y. 2023-24

Lesson Hours: 4 ECTS (CFU) = 24; 6 ECTS (CFU) = 30; 10 ECTS (CFU) = 60.

First Year

1. Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
65644 Human Genetics 3 BIO/18 6
B0925 DATA SCIENCE APPLICATIONS 4 SECS-S/05 6
85159 Fundamental Concepts of Statistics P SECS-S/01 10
85166 Statistical Software P 4
95740 SOCIOGENOMICS S SECS-S/04 10
85160 Statistical Models and Applications S SECS-S/01 10

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

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93762 Advanced Probability 1 MAT/06 6
98633 DIFFERENTIAL EQUATIONS 2 SECS-S/06 6
85162 Differential Calculus 2 SECS-S/06 6
85161 Measure Theory 3 SECS-S/06 6

Second Year

1. Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
87484 Advanced Survival Analysis 1 SECS-S/01 6
85173 Analysis Of Categorical Data 1 SECS-S/01 6
85182 BAYESIAN INFERENCE 2 SECS-S/01 6
85278 Methods And Tools For Health Statistics 3 SECS-S/05 6
95738 BIODEMOGRAPHY P SECS-S/04 10

2. Electives (10 ECTS) (max limit 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 which are coherent with the Degree Programme Teaching regulations and the learning outcomes of the degree programme). These subjects can be chosen at the 1 and the 2 year.
A) SUGGESTED ELECTIVE COURSES (MAX LIMIT 30 CFU) (max limit 30 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93762 Advanced Probability 1 MAT/06 6
91421 BIG DATA (PRIVACY) 1 IUS/01 6
82522 Internship 1 10
98633 DIFFERENTIAL EQUATIONS 2 SECS-S/06 6
79194 Databases 2 ING-INF/05 6
85162 Differential Calculus 2 SECS-S/06 6
85177 Latent Variable Models 2 SECS-S/01 6
79299 Design of Experiments 3 SECS-S/01 6
85161 Measure Theory 3 SECS-S/06 6
85195 Multivariate Statistics 3 SECS-S/01 6
B0055 POPULATION AND CLIMATE CHANGE 3 SECS-S/04 6
93050 Supervised Statistical Learning 3 SECS-S/01 6
85170 Computational Human Genomics 4 BIO/08 6
85168 Discrete Mathematics 4 MAT/02 6
85171 Experimental Psychology 4 M-PSI/01 6
B1578 PYTHON LAB 4 3
B2128 STATISTICAL MODELS FOR (FUZZY) SET-VALUED DATA 4 SECS-S/06 3
90483 Modern Statistics And Big Data Analytics P SECS-S/01 10
85189 Systems and Algorithms for Data Science P ING-INF/05 10
87479 Social Demography S SECS-S/04 10
B) LANGUAGE COURSES (MAX LIMIT 18 CFU) (max limit 18 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
26357 French Language Test B - 2 1 6
26345 German Language Test B - 2 1 6
26351 Spanish Language Test B - 2 1 6
C) SOFT SKILLS (MAX LIMIT 6 CFU) (max limit 6 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
73387 Creativity and Innovation M CT2 3
81799 Project Management and Soft Skills M CT2 3
94133 SCIENCE OF CLIMATE CHANGE AND CLIMATE ACTIONS CT2 3
One between: (max limit 3 CFU)
B2089 INFORMATION LITERACY ED. 1 CT1 3
B2103 INFORMATION LITERACY IN ENGLISH ed. 1 CT1 3
B2090 INFORMATION LITERACY ed. 2 CT1 3
B2091 INFORMATION LITERACY ed. 3 CT1 3
B2104 INFORMATION LITERACY IN ENGLISH ed. 2 CT2 3
B2092 INFORMATION LITERACY ed. 4 CT2 3
B2093 INFORMATION LITERACY ed. 5 CT2 3
B2094 INFORMATION LITERACY ed. 6 CT2 3
B2095 INFORMATION LITERACY ed. 7 CT2 3
B2096 INFORMATION LITERACY ed. 8 CT2 3
D) OTHER ELECTIVE COURSES OF THE UNIVERSITY OF BOLOGNA: (MAX LIMIT 30 CFU) (max limit 30 CFU)

3. 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.
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
86301 Final Examination 1 12
84551 Internship Abroad for Preparation for 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