I teach and coordinate courses in artificial intelligence, human-AI interaction and human-centered computing. This page collects my current courses together with selected teaching tools and interactive learning materials.
Advanced-level course concerned with trustworthy interaction between people and AI systems, including the human, technical and responsible-AI dimensions of designing dependable AI.
Umeå University course page →First-cycle course introducing human-centered approaches to artificial intelligence, with emphasis on how AI systems interact with people, support human capabilities and can be designed with human needs in mind.
Umeå University syllabus →Advanced course covering methods and applications of artificial intelligence, connecting core AI techniques with practical computational problems and applications.
Umeå University syllabus →A browser-based introduction to classification, object detection and segmentation using one image.
Open tool →An interactive way to inspect RGB pixels and discuss what a computer vision system actually receives as input.
Open tool →A classroom reflection tool for discussing human capabilities, agency, understanding and dependable interaction in AI design.
Open tool →Some courses include interactive activities, games, notebooks and small software experiments. These materials are kept as practical extensions of the courses rather than as a separate publication catalogue.
Earlier courses, lectures, notebooks and teaching experiments are kept as an archive because they document the development of teaching ideas over time. Some links or software may no longer be maintained.