University Master's degree in Machine Learning
Specialise in the area of greatest impact within Artificial Intelligence: machine learning. Learn to design and programme algorithms that enable machines to learn from data, solve complex problems, and generate solutions that improve decision-making in key sectors (healthcare, industry, retail, automotive, logistics, marketing, etc.).
- Language: English (level B2)
- Credits: 60 ECTS
- Duration: 1 academic years (2 terms)
- Spaces available: 20
- Modality: in-person
- Academic Director: Mikel Galar
- Faculty or School: Higher Technical School of Industrial and ICT Engineering
- Where lessons take place: Pamplona
- Information leaflet (pdf)
Study programmes
Definición general del plan de estudios
| Asignaturas | ECTS |
|---|---|
| Obligatorias | 42 |
| Optativas | 6 |
| TFM | 12 |
| Total | 60 |
| Código | Asignatura | Carácter | ECTS | Semestre |
|---|---|---|---|---|
| 721601 | SOFTWARE DEVELOPMENT ORIENTED TO MACHINE LEARNING | Obligatoria | 3 | 1º |
| 721602 | FOUNDATIONS OF MACHINE LEARNING AND DEEP LEARNING | Obligatoria | 12 | 1º |
| 721603 | COMPUTER VISION | Obligatoria | 7,5 | 1º |
| 721604 | MLOPS: PRODUCTION-READY MACHINE LEARNING | Obligatoria | 3 | 1º |
| 721605 | LARGE-SCALE DATA ANALYTICS | Obligatoria | 4,5 | 1º |
| 721606 | NATURAL LANGUAGE PROCESSING | Obligatoria | 6 | 2º |
| 721607 | TIME SERIES | Obligatoria | 3 | 2º |
| 721608 | ADVANCED MACHINE LEARNING | Obligatoria | 3 | 2º |
| 7216xx | ASIGNATURAS OPTATIVAS (Consultar la tabla de optatividad indicada a continuación) | Optativas | 6 | 2º |
| 721690 | FINAL MASTER'S PROJECT | Trabajo fin de máster | 12 | 2º |
| Código | Asignatura | ECTS | Tipo | Semestre |
|---|---|---|---|---|
| 721609 | INTERNSHIPS IN COMPANIES | 6 | Optativa | 2º |
| 721610 | END-TO-END MACHINE LEARNING PROJECT | 6 | Optativa | 2º |
Mención Internacional
Si has superado un mínimo de 30 ECTS cursados en la UPNA en cualquier idioma extranjero y has participado en un programa de movilidad internacional, antes de solicitar tu título podrás pedir que en tu certificado académico personal y en el Suplemento Europeo al Título conste que has obtenido el título con "Mención Internacional" Cómo tramitar.