Masters-level course, Otto von Guericke University, 2021
I served as the main lecturer for this Masters-level 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). Semesters in which I have been the main lecturer:
Masters-level course, Otto von Guericke University, 2020
I served as a teaching assistant (TA) for this Masters-level course delivering tutorials on ML applications to chemical engineering systems (e.g., thermophysical property prediction, fault detection, hybrid semi-parametric modeling). Semesters in which I have been TA:
Masters-level course, Otto von Guericke University, 2019
I served as a teaching assistant (TA) for this Masters-level course delivering tutorials on mass and energy balance and numerical methods for solving ODEs. Semesters in which I have been TA: