Data Mining: Hierarchical and Density-Based Clustering Methods - Lecture 11

Learn about key clustering algorithms and techniques in this comprehensive data mining lecture, covering Hierarchical Agglomerative Clustering (HAC) methods including Single-Link, Complete-Link, and Mean-Link approaches. Explore fundamental concepts of clustering, dive into density-based clustering with DBScan, and discover strategies for determining the optimal number of clusters (k). Master essential clustering methodologies used in data mining through detailed explanations and practical examples.