SEGMENTING CUSTOMERS WITH DATA MINING TECHNIQUESPRINCIPAL COMPONENTS ANALYSISCLUSTERING TECHNIQUESEXAMINING AND EVALUATING THE CLUSTER SOLUTIONUNDERSTANDING THE CLUSTERS THROUGH PROFILINGSELECTING THE OPTIMAL CLUSTER SOLUTIONCLUSTER PROFILING AND SCORING WITH SUPERVISED MODELSAN INTRODUCTION TO DECISION TREE MODELSSUMMARY