Machine Learning in Chemical Engineering (lectures)
Masters-level course, Otto von Guericke University, 2024
I served as the main lecturer for this Masters-level (1 semester-long) course introducing chemical engineering students to the field of ML (e.g., linear and generalized linear models, ANNs, kernel methods, hybrid semi-parametric modeling, clustering and dimensionality reduction). As part of the development of this course I lead the development of the Machine Learning in Chemical Engineering JupyterBook. Semesters in which I have been the main lecturer:
- Summer semester 2022
- Summer semester 2024