Applied Artificial Intelligence Lab - NUPA033

• Title: Applied Artificial Intelligence Lab
• Guaranteed by: University of Passau (32-PASSAU)
• Faculty: Faculty of Mathematics and Physics
• Actual: from 2025
• Semester: winter
• E-Credits: 6
• Hours per week, examination: winter s.:0/4, Ex [HT]
• Capacity: unlimited
• Min. number of students: unlimited
• 4EU+: no
• Virtual mobility / capacity: no
• State of the course: taught
• Language: English
• Teaching methods: full-time
• Guarantor: prof. Stefanie Scherzinger, Ph.D.
• Teacher(s): prof. Stefanie Scherzinger, Ph.D.

Annotation

University of Passau - Code: 471615; Lecturer: Lemmerich; Course content: In this application-focused course, students will work in small teams to engineer AI solutions to given practical scenarios. Each team will be provided a specific problem setting, e.g. from scientific challenges like the KDD Cup or a Kaggle competition. Typically, such a setting consists of a dataset, a specific task (e.g., a prediction or recommendation task), and an evaluation measure for obtained results. Under guidance, each team will then perform the necessary steps to develop and optimize their solution.

Last update: Holubová Irena, doc. RNDr., Ph.D. (06.03.2025)

Literature

Specific literature for each topic will be announced at the beginning of the semester.

Last update: Holubová Irena, doc. RNDr., Ph.D. (06.03.2025)