Advanced Topics in Machine Learning

MSc course, University of Bern, 2021

Teaching assistant in this introductory deep learning course.

Course Description

This course provides an introduction to deep learning methods. These are modern methods in artificial intelligence (AI), which are incorporated into most of the top-performing algorithms in several fields of research. The focus is on the machine learning paradigm, where rules are learned from examples, rather than being hard-coded. Most examples cover the field of computer vision, that is, problems of object recognition, detection, segmentation in images and videos.