Data Science for Economics, Businesses and Finance

1st level vocational master
A.Y. 2023/2024
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: L18 Scienze dell'Economia e della Gestione Aziendale; L33 Scienze Economiche; L30 Scienze e Tecnologie Fisiche; L31 Scienze e Tecnologie Informatiche; L41 Statistica; L35 Scienze Matematiche; L08 Ingegneria dell?Informazione; L09 Ingegneria Industriale; L02 Biotecnologie; L40 Sociologia; L36 Scienze Politiche e Relazioni Internazionali; L24 Scienze e Tecniche Psicologiche; L/DC Scienze della Difesa e della Sicurezza; L05 Filosofia; L10 Lettere; L11 Lingue e Culture Moderne; L12 Mediazione Linguistica; L20 Scienze della comunicazione; L13 Scienze biologiche; L16 Scienze dell?Amministrazione e dell?Organizzazione; L24 Scienze e tecniche psicologiche; L25 Scienze e Tecnologie Agrarie e Forestali; L26 Scienze e Tecnologie Agro-Alimentari; L27 Scienze e tecnologie chimiche; L29 Scienze e tecnologie farmaceutiche; L32 Scienze e Tecnologie per l?Ambiente e la Natura; L34 Scienze Geologiche; L36 Scienze politiche e delle relazioni internazionali.
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.
- University of Milan - Department of Computer Science "Giovanni degli Antoni"
Via Celoria, 18 Milano
[email protected]
Courses list
Open sessions
Courses or activities | Professor(s) | ECTS | Total hours | Language |
---|---|---|---|---|
Compulsory | ||||
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 | |
Crm digital solution | 1 | 12 | 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) | 3 | 30 | Italian | |
Liquidity analysis | 1 | 12 | Italian | |
Machine Learning | 5 | 50 | Italian | |
Nosql database | 1 | 12 | Italian | |
Programming (with Python) | 3 | 31 | Italian | |
Sales and Revenues Power B | 1 | 12 | Italian | |
Social data analysis | 1 | 12 | Italian | |
Time Series Analysis | 2 | 20 | Italian |