Organization of the lessons according to the 2026 Plan
All subjects of the Master's Degree in Artificial Intelligence are summerized in the following image:
Key
- C: Compulsory
- OP: Optional
- T: Thesis
- B: Basque
- S: Spanish
- E: English
1st Year • 1st Semester
| | Subject | Type | ECTS | Languages |
| PDF | Mathematics Applied to AI | 3 | C | S,E |
| PDF | Programming for AI | 3 | C | S |
| PDF | Machine Learning I | 3 | C | S |
| PDF | Seminars on Emerging Technologies I | 1.5 | C | S,E |
| PDF | Time Series Analysis | 3 | C | S |
| PDF | Deep Learning | 4.5 | C | S,E |
| PDF | Data Ingest and Storage | 3 | C | S |
| PDF | AI Project Management I | 3 | C | S,E |
| PDF | Work experience I | 3 | OP | B,S,E |
| PDF | Work experience II | 3 | OP | B,S,E |
| PDF | Internships for DUAL pathway I | 3 | OP | B,S,E |
| PDF | Internships for DUAL pathway II | 3 | OP | B,S,E |
| PDF | Digital marketing | 3 | OP | S |
| PDF | Collaborative software tools | 3 | OP | S |
| PDF | Cybersecurity | 3 | OP | S |
| PDF | Advanced project management | 3 | OP | S |
| | Total | | | |
Each student must choose 2 subjects from the elective subjects.
1st Year • 2nd Semester
| | Subject | Type | ECTS | Languages |
| PDF | AI Project Management II | 4.5 | C | S,E |
| PDF | Machine Learning II | 4.5 | C | S |
| PDF | Explainable AI | 3 | C | S,E |
| PDF | Seminars on Emerging Technologies II | 1.5 | C | S,E |
| PDF | Reinforcement Learning | 3 | C | S,E |
| PDF | Data Intelligence | 3 | C | S |
| PDF | Optimisation using AI Techniques | 3 | C | S,E |
| PDF | Multiagent Systems | 3 | C | S |
| PDF | Work experience III | 3 | OP | B,S,E |
| PDF | Work experience IV | 3 | OP | B,S,E |
| PDF | Internships for DUAL pathway III | 3 | OP | B,S,E |
| PDF | Internships for DUAL pathway IV | 3 | OP | B,S,E |
| PDF | Strategic Intellectual Property Management | 3 | OP | S |
| PDF | Sensors and IoT Technologies | 3 | OP | S |
| PDF | People Management | 3 | OP | S |
| PDF | Industrial Ecology | 3 | OP | S |
| | Total | | | |
Each student must choose 2 subjects from the elective subjects.
Research Pathway
2nd Year • 1st Semester
| | Subject | Type | ECTS | Languages |
| PDF | Methodological guidelines for preparing a Doctoral Thesis | OP | 3 | E |
| PDF | Production and writing of scientific texts | OP | 3 | E |
| PDF | Documentary research techniques | OP | 3 | E |
| PDF | Inclusion of gender analysis in research | OP | 3 | E |
| PDF | Design of experiments | OP | 3 | E |
| PDF | Final Degree Project | TFM | 15 | B,S,E |
| | Total | | | |
Academic Pathway
2nd Year • 1st Semester
| | Subject | Type | ECTS | Languages |
| PDF | Internships in companies I | OP | 15 | B,S,E |
| PDF | Internships for DUAL pathway V | OP | 15 | B,S,E |
| PDF | Final Degree Project | TFM | 15 | B,S,E |
| | Total | | | |
PLANES ANTERIORES
