Clustering is a machine learning technique that involves grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar to each other than to those in other groups. In the context of cancer research, clustering can be applied to various types of data such as genomic data, proteomics data, and histopathology images to identify patterns that can help in understanding the disease better.