Lehre

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

Sommersemester 2019

• Vorlesung: Mining Massive Datasets
• Praktikum: Large-Scale Machine Learning (Machine Learning Lab)
• Oberseminar: Data Mining and Machine Learning

Wintersemester 2018/19

• Vorlesung: Machine Learning
• Praktikum: Large-Scale Machine Learning (Machine Learning Lab)
• Oberseminar: Data Mining and Machine Learning

Sommersemester 2018

• Vorlesung: Mining Massive Datasets
• Praktikum: Large-Scale Machine Learning (Machine Learning Lab) 
• Oberseminar: Data Mining and Machine Learning

Wintersemester 2017/2018

• Vorlesung: Machine Learning
• Oberseminar: Data Mining and Machine Learning
• Hinweis: Ab dem kommenden Wintersemester 2017/2018 werden wir die Vorlesung "Machine Learning (IN2064)" anbieten. Die Vorlesung "Mining Massive Datasets (IN2323)" wird dann jeweils im Sommersemester angeboten.

Sommersemester 2017

• Seminar: Robust Data Mining Techniques
• Seminar: Efficient Inference and Large-Scale Machine Learning
• Oberseminar: Data Mining and Machine Learning

Wintersemester 2016/2017

• Vorlesung: Mining Massive Datasets

Sommersemester 2016

• Praktikum: Large-Scale Graph Analytics and Machine Learning

Wintersemester 2015/2016

• Vorlesung: Mining Massive Datasets

Sommersemester 2015

• Seminar: Data Science in the Era of Big Data