he University of Cyprus's MSc Artificial Intelligence is part of the Master programme in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures. Taught by Vassilis Vassiliades, PhD, the twelfth lecture of the MAI612 - Machine Learning course focuses on Clustering.

Learning outcomes

• The problem of clustering in unsupervised learning and its difference between supervised classification
• The k-means clustering algorithm: how it works, and how to tune it
• How clustering can help supervised learning