The IRLAb staff is involved with teaching in the Artificial Intelligence and Information Studies programs. Within the MSc AI program, IRLab staff is mostly responsible for the courses related to Information Retrieval. More information on the MSc AI program can be found in the Course Catalogue.
Courses taught (fully or in part) by ILPS members (unless stated otherwise all courses are University of Amsterdam courses; Sem n/per m is short for Semester n/period m).
- 2020-2021
- Applied Machine Learning (BSc, 6 EC, Kanoulas, Sem 2/per 5)
- Big Data (MSc, 6EC, Schelter, Sem 2/per 1)
- Data science (BSc, 6EC, Marx, Sem 2/per 4)
- Databases (BSc, 6EC, Marx, Sem 2/per 4)
- Information Retrieval 1 (MSc, 6 EC, Markov, Sem 2/per 4)
- Information Retrieval 2 (MSc, 6 EC, Kanoulas, Sem 1/per 1)
- Fairness, Accountability, Confidentiality and Transparency in AI (MSc, 6 EC, De Rijke, Sem 1/per 3)
- Language technology (MBA, Kanoulas)
- Master Thesis AI (MSc, 48 EC, throughout the year), as daily supervisors
- Master Thesis IS (DS) (MSc, 18EC, Marx, Sem 1/per 2-Sem 2/per 6), as daily supervisors
- Network analysis (BSc, 6EC, Marx, Sem 1/per 2)
- Project AI A and B (MSc, 6 EC, throughout the year), as daily supervisors
- Zoekmachines (BSc, 6EC, Marx, Sem 1/per 1)
- 2019-2020
- Applied Machine Learning (BSc, 6 EC, Kanoulas, Sem 2/per 5)
- Data science (BSc, 6EC, Marx, Sem 2/per 4)
- Data structures and algorithms (BSc, 6EC, Monz, Sem 2/per 4)
- Databases (BSc, 6EC, Marx, Sem 2/per 4)
- Deep learning for natural language processing (MSc, 6EC, Monz, Sem 1/per 1)
- Information Retrieval 1 (MSc, 6 EC, Kanoulas, Sem 2/per 4)
- Information Retrieval 2 (MSc, 6 EC, De Rijke, Sem 1/per 1)
- Fairness, Accountability, Confidentiality and Transparency in AI (MSc, 6 EC, De Rijke, Sem 1/per 3)
- Language technology (MBA, Kanoulas)
- Master Thesis AI (MSc, 48 EC, throughout the year), as daily supervisors
- Master Thesis IS (DS) (MSc, 18EC, Marx, Sem 1/per 2-Sem 2/per 6), as daily supervisors
- Network analysis (BSc, 6EC, Marx, Sem 1/per 2)
- Project AI A and B (MSc, 6 EC, throughout the year), as daily supervisors
- Zoekmachines (BSc, 6EC, Marx, Sem 1/per 1)