By clustering, you can group data with your desired properties such as the number, the shape, and other properties of extracted clusters. While, in classification, the number and the shape of groups are fixed.
Most of the clustering algorithms give the number of clusters as a parameter. However, there are some approaches to find out the appropriate number of clusters.
