Teaching material for the machine-learning courses of Alexander Jung.
This site hosts openly licensed teaching material developed for my courses on machine learning, including Federated Learning (CS-E4740, Aalto University) and the Corporate AI course at IMC Krems. The material introduces and explains the core concepts, methods, and terminology used throughout these courses.
Part of this material also feeds into the Dictionary of Applied Machine Learning, a reference book on the terminology of applied machine learning to be published by Springer, expected by 2029. The Springer book is a copyrighted publication and is not openly licensed; it is distinct from the openly licensed course material hosted on this site.