Data Science for Economics, Businesses and Finance

1st level vocational master
A.Y. 2022/2023
Study area
Social Sciences and Law
Master Coordinator
The course has the dual objective of training those who, once they have completed their course of study, intend to focus and hone their skills in the field of data science, working closely with industry players. The course provides an opportunity for training and a skills refresher for those who are currently employed in the field, who are seeking to further their education and enhance their competence in data science. Skills developed by this Vocational Master include the ability to analyse and understand Big Data using modern AI statistical and computing techniques, including machine learning and data mining, as well as analytical tools to extract key relationships and constituent patterns, building predictive models for business, trading, and social media. Students will also learn to measure the effects of policy (economic, social), actions (investments, marketing campaigns), as well as to perform risk assessments (for finance and insurance), and all other operations tied to the fields of economics, marketing, business, and finance. The Vocational Master aims to train students in economics, business administration, and finance, and is geared towards those who are hoping to enhance their specific competencies in the field, with the tools needed to analyse Big Data, and to use them in their current job, or in a future endeavour.
Il corso si rivolge ai possessori di laurea nelle seguenti classi ex D.M. 270/2004:
L-2 Biotecnologie;
L-5 Filosofia;
L-8 Ingegneria dell'informazione;
L-9 Ingegneria industriale;
L-18 Scienze dell'economia e della gestione aziendale;
L-24 Scienze e tecniche psicologiche;
L-30 Scienze e tecnologie fisiche;
L-31 Scienze e tecnologie informatiche;
L-33 Scienze economiche;
L-35 Scienze matematiche;
L-36 Scienze politiche e delle relazioni Internazionali;
L-40 Sociologia;
L-41 Statistica;
L/DS Scienze della difesa e della sicurezza.
L-2 Biotecnologie;
L-5 Filosofia;
L-8 Ingegneria dell'informazione;
L-9 Ingegneria industriale;
L-18 Scienze dell'economia e della gestione aziendale;
L-24 Scienze e tecniche psicologiche;
L-30 Scienze e tecnologie fisiche;
L-31 Scienze e tecnologie informatiche;
L-33 Scienze economiche;
L-35 Scienze matematiche;
L-36 Scienze politiche e delle relazioni Internazionali;
L-40 Sociologia;
L-41 Statistica;
L/DS Scienze della difesa e della sicurezza.
The main employment opportunities include ?data scientist?, ?data analyst?, ?data manager?, or ?big data analyst?, working for a firm, research centre, in academia, business, financial institutions, or for a PR and marketing agency.
- Programme location Department of Economics, Management and Quantitative Methods
Via Conservatorio, 7, Milan
Via Celoria, 18 Milano
Courses list
Open sessions
Courses or activities | Professor(s) | ECTS | Total hours | Language |
---|---|---|---|---|
Compulsory | ||||
Algorithmic trading | 1 | 12 | Italian | |
Analysis of Business and Marketing Data | 3 | 30 | Italian | |
Artificial Intelligence | 3 | 31 | Italian | |
Blockchain, bitcoin, ethereum, smart contract, decentralized app | 1 | 12 | Italian | |
Cloud, Distributed and Parallel Computing | 6 | 60 | Italian | |
Cybersecurity and Privacy | 3 | 30 | Italian | |
Data valorization for fintech | 1 | 12 | Italian | |
Data Visualization | 1 | 12 | Italian | |
Databases (SQL and noSql) | 2 | 20 | Italian | |
Decision Making and Optimization | 3 | 30 | Italian | |
Deep Learning Per L'analisi Di Documenti | 1 | 12 | Italian | |
Digital marketing | 1 | 12 | Italian | |
Drive digital transformation with data analytics | 1 | 12 | Italian | |
Economic and Financial Data Science | 2 | 20 | Italian | |
Introduction to Economics and Finance | 3 | 30 | Italian | |
Introduction to statistics (with R) | 2 | 20 | Italian | |
Machine learning and multivariate statistics | 6 | 60 | Italian | |
Movie success prediction | 1 | 12 | Italian | |
Nosql database | 1 | 12 | Italian | |
Predictive Analysis of Financial Time Series | 1 | 12 | Italian | |
Programming (with Python) | 3 | 31 | Italian | |
Social data analysis | 1 | 12 | Italian | |
Time Series Analysis | 2 | 20 | Italian |