a$)$ Suppose that the machine learning task is to cluster the following students

CGPA into three clusters:

The distance function is Manhattan distance. Suppose initially we assign B$,$ D$,$

and $F$ as the center$/$representative of each cluster, respectively. Use k$-$means

algorithm to show only the final three clusters.