Study
Plan
A.A. 2024/25
LM-32 - Artificial Intelligence and Data Engineering
Please note: compulsory activities are in English, while optional activities can be conducted in English or Italian.
The total number of CFUs awarded in English is sufficient to complete the programme and earn the degree, so knowledge of Italian is not a prerequisite.
However, teaching activities relating to the basic subjects of computer engineering, intended for admitted students who do not have a strong background in this field of study, are only taught in Italian.
Each student is required to submit his or her personal study plan for approval to the Course Council upon enrolment.
Looking for curricula from previous years? See the archive
The extended study plan can be consulted by visiting the university website
YEAR 1
MANDATORY
| Course | Module | SSD | ECTS | Semester |
|---|---|---|---|---|
| [878II] - DATA MINING AND MACHINE LEARNING | Fundamentals | ING-INF/05 | 6 | 1 |
| [878II] - DATA MINING AND MACHINE LEARNING | Advanced | ING-INF/05 | 6 | 2 |
| [883II] - LARGE-SCALE AND MULTI-STRUCTURED DATABASES | ING-INF/05 | 9 | 1 | |
| [696AA] - OPTIMIZATION METHODS AND GAME THEORY | MAT/09 | 6 | 2 | |
| [876II] - CLOUD COMPUTING | ING-INF/05 | 9 | 2 | |
| [875II] - BUSINESS AND PROJECT MANAGEMENT | ING-IND/35 | 9 | 2 | |
| Elective courses from Group A | - | 15 | 1/2 |
YEAR 2
MANDATORY
| Course | Module | SSD | ECTS | Semester | Prerequisites |
|---|---|---|---|---|---|
| [877II] - COMPUTATIONAL INTELLIGENCE AND DEEP LEARNING | ING-INF/05 | 6 | 1 | DATA MINING AND MACHINE LEARNING | |
| [888II] - PROCESS MINING AND INTELLIGENCE | ING-INF/05 | 6 | 1 | ||
| [886II] - MULTIMEDIA INFORMATION RETRIEVAL AND COMPUTER VISION | ING-INF/05 | 9 | 1 | ||
| Elective Course (free choice) | - | 9 | - | ||
| [893II] - SYMBOLIC AND EVOLUTIONARY ARTIFICIAL INTELLIGENCE | ING-INF/05 | 6 | 2 | DATA MINING AND MACHINE LEARNING | |
| Final Examination (Thesis) | - | 24 | 2 |
Choice Activities
Activities of choice from Group A (15 CFU)
| Course | Module | SSD | ECTS | Year | Semester |
|---|---|---|---|---|---|
| Computer Engineering Area (advanced subjects) | |||||
| [592II] - PERFORMANCE EVALUATION OF COMPUTER SYSTEMS AND NETWORKS | ING-INF/05 | 9 | - | 1 | |
| [880II] - FOUNDATIONS OF CYBERSECURITY | ING-INF/05 | 9 | - | 2 | |
| [885II] - MOBILE AND SOCIAL SENSING SYSTEMS | ING-INF/05 | 6 | - | 2 | |
| [879II] - DISTRIBUTED SYSTEMS AND MIDDLEWARE TECHNOLOGIES | ING-INF/05 | 6 | - | 1 | |
| [882II] - INTERNET OF THINGS | ING-INF/05 | 9 | - | 2 | |
| Computer Engineering Area (basic subjects) | |||||
| [892II] - SISTEMI OPERATIVI | ING-INF/05 | 9 | - | 1 | |
| [890II] - RETI INFORMATICHE | ING-INF/05 | 9 | - | 1 | |
| [889II] - PROGRAMMAZIONE AVANZATA | ING-INF/05 | 6 | - | 1 | |
| [874II] - BASI DI DATI | ING-INF/05 | 9 | - | 2 | |
| [873II] - ALGORITMI E STRUTTURE DATI | ING-INF/05 | 6 | - | 2 | |
| Information Engineering area | |||||
| [884II] - METODI DI FORMAZIONE E DI ELABORAZIONE DELLE BIOIMMAGINI | ING-INF/06 | 6 | - | 1 | |
| [891II] - ROBOTICA E MACCHINE INTELLIGENTI | ING-INF/04 | 6 | - | 2 | |
| Business Management area | |||||
| [881II] - GESTIONE DELL’INNOVAZIONE | ING-IND/35 | 6 | - | 2 | |
| Business Law area | |||||
| [431NN] - DIRITTO DELL’INFORMATICA | IUS/01 | 6 | - | 2 | |
| Mathemathics area | |||||
| [697AA] - STATISTICA | MAT/06 | 6 | - | 1 | |
FREE CHOICE
Student Free Choice Activities (9 CFU)
For the student’s free-choice activities, any decision is subject to the prior approval of the Course Council.