This seminar focuses on studying selected topics and the current state of the art in uncertainty in artificial intelligence (UAI) and machine learning. Topics to be chosen are not fixed and may depend (each year) on the internal and external graduation projects the prospective supervisors of the UAI group plan to offer and on preferences of students enrolled in the seminar. Please note that this seminar first of all is aimed to help master level students in preparation for their graduation projects.