Course details
Structure & Modules
A one-year training programme structured in progressive phases, combining coursework, internship, and a final project.
The MDMC is a full-time 10-months program, which consists of 1500 hours of training activities, corresponding to 60 ECTS credits, and includes coursework, internship, project work, and individual study.
Coursework (10 ECTS – 250 hours)
8 weeks of intensive classes from September 22nd to mid December 2026, delivered in person in Trieste (Area Science Park and SISSA campuses). See the Training Modules listed below.
Internship (20 ECTS – ~500 hours)
A six-month internship (from January to June 2027) in partner laboratories, where students will work on experimental data collection and develop their own FAIR-by-design thesis project. Internships are supervised and provide hands-on experience in real scientific contexts.
Project Work (5 ECTS – 125 hours)
Each student will deliver a final project (thesis) detailing the design and implementation of a FAIR-by-design data pipeline developed during their internship.
Individual Study (25 ECTS – 625 hours)
Time allocated for self-study, assignment preparation, and thesis writing.
Duration and Modality
- Total Duration: 10 months, from September 22, 2026 to June 30, 2027
- Teaching Language: English
- Teaching Mode: In-person, with some remote sessions during the internship period
- Location of Coursework: Trieste – Area Science Park & SISSA
Learning experience
The programme combines lectures, practical activities, and project work, with a strong focus on real-world data scenarios.
Students work closely with instructors and peers, developing both technical skills and a problem-solving mindset.
Teaching modules
39 modules
- Coursework
Python for data Management II
Tommaso Rodani
Core - Coursework
Data Quality
Cinzia Cappiello
Core6 h - Coursework
Seminar
Guillome Gaisne
Core - Coursework
Data Stewardship and the Research Data Management Life Cycle
Mariarita de Luca
Core6 h - Coursework
FAIR data principles for responsible research
Mariarita de Luca
Core8 h - Coursework
Scientific Programming Environment
Gianfranco Gallizia, Niccolò Tosato, Nicola Perin
Core - Coursework
Scientific Programming Methods
Isac Pasianotto, Jacopo Salvalaggio, Nicola Perin
Core18 h - Coursework
Open Access and Scholarly publishing
Aldo Rampioni
Core6 h - Coursework
Applied AI
Emanuele Panizon, Maria Pronestì
Core30 h - Coursework
FAIR software pipelines for FAIR data management
Ahmed Khalil, Stefano Cozzini
Core8 h - Coursework
Python for Data Management I
Ahmed Khalil, Valerio Piomponi, Elaheh Saadat
Core - Coursework
Introduction to Deep Learning
Alessio Ansuini
Core15 h - Coursework
(Introduction to) Data Infrastructure
Federica Bazzocchi
Core4 h - Coursework
Data Formats & Metadata Schema
Federica Bazzocchi
Core6 h - Coursework
Synthetic Data Generation
Core6 h - Coursework
Python I
Matteo Biagetti
Core18 h - Coursework
Introduction to DataBase
Riccardo Brancaleon
Core12 h - Coursework
Replication crisis in science: a Bayesian perspective
Leonardo Egidi
Core - Coursework
Introduction to Open Science
Elena Giglia
Core4 h - Coursework
Cybersecurity
Marino Miculan
Core6 h - Coursework
Introduction to ML
Paolo Muratore
Core15 h - Coursework
Scientific Data Catalog (SciCat)
Max Novelli
Core6 h - Coursework
Legal framework of OS, GDPR
Ludovica Paseri
Core8 h - Coursework
Legal framework for software and Data
Davide Petraz
Core4 h - Coursework
Python II
Maria Pronestì, Jacopo Salvalaggio
Core18 h - Coursework
Pyton for Data Management II
Tommaso Rodani
Core - Coursework
Introduction to Ontology and linked Data
Mark Wilkinson
Core12 h - Coursework
Interoperablity for Health Data
Consorzio Arsenal
Core6 h - Past editions
Foundation of Open Science
Elena Giglia
Core - Past editions
Data Infrastructure
Marco Prenassi
Core - Past editions
Open Software and Licensing
Matija Šuklje
Core - Past editions
Introduction to AI
Guido Sanguinetti, Alessandro Laio, Sebastian Goldt
Core - Past editions
Replication crisis in science
Leonardo Egidi
Core - Past editions
Data Management Tool
Stefano Cozzini
Core - Past editions
Legal Framework of Open Science
Ludovica Paseri
Core - Past editions
FAIR assessment
Mark Wilkinson
Core - Past editions
Legal and Licensing Frameworks for Data and AI
Francesca Pratesi, Roberta Savella
Core8 h - Past editions
Python base
Emanuele Panizon, Francesco Ortu
Core - Past editions
Python Advanced
Ahmed Khalil
Core