Gave an introduction to hierarchical cluster analysis, dendrograms, and barcodes. Illustrated these notions through two examples: 1) clustered five objects for which pairwise distances were given; 2) counted the number of objects in the following digital photo, and counted the number of these objects that have holes in them.


During the lecture I illustrated dendrroagrams and barcodes using the GAP software system for computational algebra. The code for reproducing the examples is here.