Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Learn assignment-based clustering techniques through this comprehensive lecture covering k-means, k-median, k-medoid, and k-center formulations. Explore the theoretical foundations and practical implementations of the Gonzalez Algorithm and Lloyd's algorithm, while mastering the k-means++ initialization method for improved clustering performance. Gain deep understanding of how these related clustering algorithms work, their mathematical formulations, and when to apply each variant depending on your data characteristics and clustering objectives.
