Vak: Artificial Intelligence credits: 5
- Vakcode
- ELVH22IAI
- Naam
- Artificial Intelligence
- Studiejaar
- 2022-2023
- ECTS credits
- 5
- Taal
- Engels
- Coördinator
- P.J. Kamphuis
- Werkvormen
-
- Onderwijs
- Toetsen
-
- Artificial Intelligence - Opdracht
Leeruitkomsten
• The student understands the basic concepts of Artificial Intelligence (AI)
• The student can judge whether AI techniques can be used to address a given problem
• The student can decide which (if any) problem solving method from AI is most suitable to address a given problem
• The student can implement various AI techniques and apply them in a practical setting
• The student knows the relations between AI and other components of an IoT system
Inhoud
In this course various concepts from the field of Artificial Intelligence (AI) will be addressed:
- Overview of the field of AI.
- Machine learning, artificial neural networks, supervised and unsupervised learning.
- Clustering methods, classification methods.
- Multi-dimensional data analysis, dimensionality reduction.
- Generalisation, anomaly detection.
- AI in practice, applications of AI.
Opgenomen in opleiding(en)
School(s)
- Instituut voor Engineering