(Solved): (25 points) Consider the following 4 two-dimensional data points - Assume \( \mathrm{k}=2 \) and t ...

(25 points) Consider the following 4 two-dimensional data points - Assume \( \mathrm{k}=2 \) and the initial position for the centroids of cluster 1 and cluster 2 equal to \( \mathrm{c} 1=[3,3] \) and \( c 2=[10,10] \). - Use k-means algorithm to classify the given data. - Perform only two iterations - Show calculations for both iterations - Plot both iterations and show both clusters and centroids