Teaching

Courses that I am currently running as course responsible

• Advanced probabilistic machine learning, 5hp, master level, given yearly in September-October.
• Deep learning, 5hp+3hp, PhD level, given biannually in March-May.

I am also developing a master level course in Deep learning to be started in Period 3, January-March, 2025.

I have more than 15 years of experience in teaching, developing and being responsible for several courses in machine learning, automatic control, sensor fusion and mathematics on bachelor, master and PhD level. For a full list of all courses, see the summary of my Teaching Experience.

I am co-author of the textbook Machine Learning - A First Course for Engineers and Scientists suitable for a first machine learning course for Master or last year Bachelor students.