This video demonstrates how to perform hierarchical clustering using Analytic Solver, an Excel extension data mining/machine learning tool. The methods explained and the results analyzed in this video can be applied to other data mining software or Python.
Although this tutorial uses Analytic Solver, the concepts, methods, and analysis apply just as well to other tools like Python, R, or similar data mining software.