Contenuto
Programme outline for students starting in 2024/2025
Year of study:
1
Required
-
Big Data Technologies and Visualization
12 CFU - code 136069
-
Computational social science
6 CFU - code 145680
-
Data mining
6 CFU - code 145453
-
Introduction to Machine Learning
6 CFU - code 145684
-
Statistical Methods
6 CFU - code 136067
-
Statistics for Data Science
12 CFU - code 136068
Attività opzionali I° anno - CURRICULUM A
-
Cognitive Data Science
6 CFU - code 136070
-
Current issues in digital media and politics
6 CFU - code 136071
-
Information, Knowledge and Service Management
6 CFU - code 145682
Attività opzionale I° anno - CURRICULUM A
-
Language - English (C1)
0 CFU - code 135361
-
Language - English (C2)
0 CFU - code 135362
-
Seminar: Developing academic texts and presentations (for Master's degrees in Data Science and Sociology and Social Research)
3 CFU - code 136083
Free choise activities (between 1 and 999 CFU)
-
Free choice activity
1 CFU - code 135205
-
Data Analysis and Field Experiments
6 CFU - code 121496
-
Machine learning
6 CFU - code 145062
Free choice activities from other DSRS courses (between 1 and 999 CFU)
Year of study:
2
Required
-
Internship
9 CFU - code 145806
-
Thesis
18 CFU - code 145720
Attività opzionale II° anno - CURRICULUM A (between 6 and 9 CFU)
-
Advanced social network analysis
6 CFU - code 135938
-
Behavioural Economics
8 CFU - code 145790
-
Computational Linguistics
9 CFU - code 145697
-
Enterprise information system
6 CFU - code 145489
-
Introduction to Computer and Network Security
6 CFU - code 145937
-
Machine Learning for NLP
6 CFU - code 154141
-
Machine learning
6 CFU - code 145688
-
Neuroimaging for Data Science
6 CFU - code 145801
-
Research Methodology: Quantitative
6 CFU - code 145694
-
Statistics of Stochastic Processes
6 CFU - code 145706
-
Visual brain and design
6 CFU - code 155024
Attività opzionali II° anno - CURRICULUM A (12 CFU)
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Deep learning Lab
6 CFU - code 145718
-
Designing and programming the Internet of Things (IoT)
6 CFU - code 145793
-
Digital Epidemiology
6 CFU - code 146200
-
Digital social data
6 CFU - code 145699
-
Fundamental Hands on Functional Neuroimaging Analysis
6 CFU - code 154119
-
Geospatial analysis and representation for data science
6 CFU - code 145898
-
High Performance Computing for Data Science
6 CFU - code 145972
-
Knowledge Graph Engineering
6 CFU - code 146114
-
Laboratory of Customer and Business Analytics
6 CFU - code 145796
-
Machine Learning for NLP II
6 CFU - code 154144
-
Network-based Data Analysis
6 CFU - code 145573
-
Social Dynamics Lab
6 CFU - code 145714
-
Studies on human behaviour
6 CFU - code 145899
Year of study:
1
Required
-
Big Data Technologies and Visualization
12 CFU - code 136069
-
Computational social science
6 CFU - code 145680
-
Introduction to Machine Learning
6 CFU - code 145684
-
Scientific Programming
12 CFU - code 145685
-
Statistical Methods
6 CFU - code 136067
-
Statistics for Data Science
12 CFU - code 136068
Attività opzionale I° anno - CURRICULUM A
-
Cognitive Data Science
6 CFU - code 136070
-
Current issues in digital media and politics
6 CFU - code 136071
-
Information, Knowledge and Service Management
6 CFU - code 145682
Attività opzionale I° anno - CURRICULUM A
-
Language - English (C1)
0 CFU - code 135361
-
Language - English (C2)
0 CFU - code 135362
-
Seminar: Developing academic texts and presentations (for Master's degrees in Data Science and Sociology and Social Research)
3 CFU - code 136083
Free choise activities (between 1 and 999 CFU)
-
Free choice activity
1 CFU - code 135205
-
Data Analysis and Field Experiments
6 CFU - code 121496
-
Machine learning
6 CFU - code 145062
Free choice activities from other DSRS courses (between 1 and 999 CFU)
Year of study:
2
Required
-
Internship
9 CFU - code 145806
-
Thesis
18 CFU - code 145720
Attività opzionale II° anno - CURRICULUM B (between 6 and 9 CFU)
-
Advanced social network analysis
6 CFU - code 135938
-
Behavioural Economics
8 CFU - code 145790
-
Computational Linguistics
9 CFU - code 145697
-
Enterprise information system
6 CFU - code 145489
-
Introduction to Computer and Network Security
6 CFU - code 145937
-
Machine Learning for NLP
6 CFU - code 154141
-
Machine learning
6 CFU - code 145688
-
Neuroimaging for Data Science
6 CFU - code 145801
-
Research Methodology: Quantitative
6 CFU - code 145694
-
Statistics of Stochastic Processes
6 CFU - code 145706
-
Visual brain and design
6 CFU - code 155024
Attività opzionali II° anno - CURRICULUM B (12 CFU)
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Deep learning Lab
6 CFU - code 145718
-
Designing and programming the Internet of Things (IoT)
6 CFU - code 145793
-
Digital Epidemiology
6 CFU - code 146200
-
Digital social data
6 CFU - code 145699
-
Fundamental Hands on Functional Neuroimaging Analysis
6 CFU - code 154119
-
Geospatial analysis and representation for data science
6 CFU - code 145898
-
High Performance Computing for Data Science
6 CFU - code 145972
-
Knowledge Graph Engineering
6 CFU - code 146114
-
Laboratory of Customer and Business Analytics
6 CFU - code 145796
-
Machine Learning for NLP II
6 CFU - code 154144
-
Network-based Data Analysis
6 CFU - code 145573
-
Social Dynamics Lab
6 CFU - code 145714
-
Studies on human behaviour
6 CFU - code 145899
Testo
- How to collect, analyze, and interpret large amounts of data from different domains with state of the art and cutting-edge techniques, and in creative and innovative ways
- Work efficiently and effectively in multidisciplinary environments interpreting and anticipating the needs of the organizations with which you will collaborate
- Develop technical and methodological skills at the crossroads between informatics, statistics and mathematics to process large amounts of data
- Recognize, exploit and master the potentials of Data Science while balancing ethical, legal, social, organizational and technical aspects
- Strengthen your communication, relational, and organizational skills.
Testo
Interactive and laboratory classes in mathematics, statistics, computer and social sciences, economics are enhanced by practical activities such as:
- case study analysis
- group design activities
- interdisciplinary workshops
- internships
- seminars with non-academic stakeholders, such as industry experts, research institutions, as well as public and private companies.
Testo
Career Opportunities
Data Scientists are professional figures that are increasingly requested by public administrations, companies in the private sector, industries, and a wide range of organizations worldwide. There is an increasing demand for Data Scientists in:
- banking
- manufacturing
- telecommunications and media
- public administration and health
- large-scale distribution, utilities and insurance
- public and private market research and analysis institutes
- national and international organizations that develop and implement social and economic policies
- innovative organizations devoted to the design of new services in the public sector
- private companies, including SMEs, that use data and information to plan or restructure market strategies, process and product innovation and company management.