Bachelor in Artificial Intelligence and Data Science
The work developed by a student during one academic year, according to the indicative plan of the course and on a full time basis, totals 60 ECTS.
Study Programme
| Course unit title | Year | Regime | Type | Subject area | ECTS credits |
|---|---|---|---|---|---|
| Introduction to Programming | 1 | 1st Semester | Compulsory | INF | 6.0 |
| Linear Algebra and Analytical Geometry | 1 | 1st Semester | Compulsory | MAT | 6.0 |
| Mathematical Analysis I | 1 | 1st Semester | Compulsory | MAT | 6.0 |
| Optimization and Graphs Analysis | 1 | 1st Semester | Compulsory | MAT | 6.0 |
| Physics | 1 | 1st Semester | Compulsory | PHY | 6.0 |
| Introduction to Artificial Intelligence and Data Science | 1 | 2nd Semester | Compulsory | INF | 6.0 |
| Linear Algebra and Scientific Computing | 1 | 2nd Semester | Compulsory | MAT | 6.0 |
| Mathematical Analysis II | 1 | 2nd Semester | Compulsory | MAT | 6.0 |
| Object-Oriented Programming | 1 | 2nd Semester | Compulsory | INF | 6.0 |
| Statistics | 1 | 2nd Semester | Compulsory | MAT | 6.0 | Course unit title | Year | Regime | Type | Subject area | ECTS credits |
| Artificial Intelligence and Problem Solving | 2 | 1st Semester | Compulsory | INF | 6.0 |
| Data Structures and Algorithms | 2 | 1st Semester | Compulsory | INF | 6.0 |
| Knowledge, Reasoning and Planning | 2 | 1st Semester | Compulsory | INF | 6.0 |
| Sensing and Actuation Networks and Systems | 2 | 1st Semester | Compulsory | INF | 6.0 |
| Statistics for Data Science | 2 | 1st Semester | Compulsory | MAT | 6.0 |
| Continuous Optimization | 2 | 2nd Semester | Compulsory | MAT | 6.0 |
| Data Management Systems | 2 | 2nd Semester | Compulsory | INF | 6.0 |
| Machine Learning | 2 | 2nd Semester | Compulsory | INF | 6.0 |
| Management and Innovation Processes | 2 | 2nd Semester | Compulsory | SSLM | 3.0 |
| Signal Processing Fundamentals | 2 | 2nd Semester | Compulsory | INF | 6.0 |
| Technical Communication | 2 | 2nd Semester | Compulsory | SSLM | 3.0 | Course unit title | Year | Regime | Type | Subject area | ECTS credits |
| Computing Systems and Infrastructures | 3 | 1st Semester | Compulsory | INF | 6.0 |
| Data Visualization | 3 | 1st Semester | Compulsory | INF | 6.0 |
| Distributed Systems | 3 | 1st Semester | Compulsory | INF | 6.0 |
| Feature Engineering for Machine Learning | 3 | 1st Semester | Compulsory | INF | 6.0 |
| Natural Language Processing | 3 | 1st Semester | Compulsory | INF | 6.0 |
| Audiovisual Signals Processing | 3 | 2nd Semester | Compulsory | INF | 6.0 |
| Data Science and Artificial Intelligence Project | 3 | 2nd Semester | Compulsory | INF | 12.0 |
| Probabilistic Artificial Inteligence | 3 | 2nd Semester | Compulsory | INF | 6.0 |
| Time series analysis and forecasting | 3 | 2nd Semester | Compulsory | INF | 6.0 |