Chapter 1
Introduction to Clustering Methods

Learning Objectives

By the end of this chapter, you will be able to:

• Describe the uses of clustering
• Perform the k-means algorithm using built-in R libraries
• Perform the k-medoids algorithm using built-in R libraries
• Determine the optimum number of clusters

In this chapter, we will have a look at the concept of clustering and some basic clustering algorithms.