Künstliche Intelligenz
Bachelor Course, University of Lübeck, Institute for Robotics and Cognitive Systems, 2026
The bachelor course consisted of lectures, exercises and a python programming project dealing with fundamental Machine Learning methods.
Structure
- Summer term 2026
- Teaching assignment from University of Lübeck
- German lecture with exercises and python programming project
Content
- Fundamental Machine Learning Methods
- Classification, Regression
- (un-)informed and adversarial Search
- Hillclimbing, Simulated annealing
- Decision Trees
- Naive Bayes
- Support Vector Machine
- Linear, Extended and Unscented Kalman Filter
- Neural Networks
- Applications