Summer term 2025
- Lecture: Advanced Machine Learning: Deep Generative Models
- Lab Course: Applied Machine Learning
- Seminar: Selected Topics in Machine Learning Research
- Seminar: Current Topics in Machine Learning
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2024/25
- Lecture: Machine Learning
- Seminar: Selected Topics in Machine Learning Research
- Seminar: Current Topics in Machine Learning
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2024
- Lecture: Machine Learning for Graphs and Sequential Data
- Lecture: Advanced Machine Learning: Deep Generative Models
- Lab Course: Large-Scale Machine Learning
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2023/24
- Lecture: Machine Learning
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Machine Learning for Sequential Decision Making
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2023
- Lecture: Machine Learning for Graphs and Sequential Data
- Lecture: Advanced Machine Learning: Deep Generative Models
- Lab Course: Large-Scale Machine Learning
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2022/23
- Lecture: Machine Learning
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2022
- Lecture: Machine Learning for Graphs and Sequential Data
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Seminar: Machine Learning for Time Series Data: An Applied Perspective
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2021/22
- Lecture: Machine Learning
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2021
- Lecture: Machine Learning for Graphs and Sequential Data
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2020/21
- Lecture: Machine Learning
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2020
- Lecture: Machine Learning for Graphs and Sequential Data
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Seminar: Selected Topics in Machine Learning Research
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Winter term 2019/20
- Lecture: Machine Learning
- Lab Course: Large-Scale Machine Learning (Machine Learning Lab)
- Oberseminar: Data Mining and Machine Learning
- Doktorandenseminar
Summer term 2019
- Lecture: Mining Massive Datasets
- Praktikum: Large-Scale Machine Learning (Machine Learning Lab)
- Oberseminar: Data Mining and Machine Learning
Winter term 2018/19
- Lecture: Machine Learning
- Lab course: Large-Scale Machine Learning (Machine Learning Lab)
- Oberseminar: Data Mining and Machine Learning
Summer term 2018
- Lecture: Mining Massive Datasets
- Lab course: Large-Scale Machine Learning (Machine Learning Lab)
- Oberseminar: Data Mining and Machine Learning
Winter term 2017/2018
- Lecture: Machine Learning
- Oberseminar: Data Mining and Machine Learning
- Information: Starting with the next winter term, we will offer the lecture "Machine Learning (IN2064)". The lecture "Mining Massive Datasets (IN2323)" will be moved to the summer terms.
Summer term 2017
- Seminar: Robust Data Mining Techniques
- Seminar: Efficient Inference and Large-Scale Machine Learning
- Oberseminar: Data Mining and Machine Learning
Winter term 2016/2017
- Lecture: Mining Massive Datasets
Summer term 2016
- Lab course: Large-Scale Graph Analytics and Machine Learning
Winter term 2015/2016
- Lecture: Mining Massive Datasets
Summer term 2015
- Seminar: Data Science in the Era of Big Data