These are our currently offered lectures, seminars and project groups
Machine Learning Implementations [Praktikum]
Im Rahmen dieses Praktikums (4 SWS; Unisono 43ISG1505V) implementieren Studenten Algorithmen des Maschinellen Lernens. Ziel ist es beispielsweise, existierende State-of-the-Art Algorithmen zu re-implementieren und eine Reproduciblity-Study durchzuführen. Alternativ kann das Ziel sein, Implementationen bestimmter Algorithmen verschiedener Software-Bibliotheken miteinander zu vergleichen. In jedem Fall erhalten Studenten einen tiefen Einblick in die Funktionsweise und Implementierung von State-of-the-Art...
Introduction to Machine Learning [Lecture & Lab]
I will not offer this lecture in the winter term 2024/25. You can attend the lecture in summer 2024; summer 2025 or winter 2025/26. Please also note that starting in summer 2024, I will offer the lecture bi-weekly, i.e. every two weeks, there will be a 4-hour lecture. Whether lab sessions will be bi-weekly or...
Recommender Systems [Lecture & Lab]
Possibly, I will not offer this lecture in the Winter Term 24/25. You then have to take the lecture in winter 23/24; or winter 25/26. For more details see https://unisono.uni-siegen.de/
Introduction to Complex & Intelligent Software Systems [Lecture & Lab]
Automated Machine Learning (AutoML) [Project Group]
You will join the working group of Prof. Beel and his Ph.D. students. You will either work on your own dedicated automated machine-learning project (together with other students), or on an existing project in our group (with our Ph.D. students). You will join brainstorming sessions, create concepts and research plans, execute and analyse your research...
Drone / eMTB / Machine-Learning Competition [Seminar]
We offer a number of seminars in Winter and Summer, relating to Intelligent Systems. Topics include a machine learning competition on Kaggle, a seminar on drones (e.g., DJI FPV), and a seminar on electric mountain bikes (eMTB). During this seminar, students will work on a project; read and analyze literature; and present their results and...
Recent Advances in Machine Learning [Lecture & Lab]
We co-teach in Prof. Möller's course "Recent Advances in Machine Learning". We offer a lecture and project on Siamese Neural Networks.
Cutting Edge Research [Lecture & Project]
Scientific Writing (Block Lecture)
We co-teach the Scientific Writing lecture, together with Prof. Andreas Kolb and Prof. Malte Lochau in March during a 3-day block lecture. Unisono: 43CGM1140V