• Introduction to Factor Analysis

• What is clustering and why do we use MDS

• Principles of FA and a rigorous mathematical formulation

• Introduction to MDS and mathematical formulation

• Application of FA and MDS to a test example

• A comparison of these two techniques

• Some applications of these techniques and summary of the talk