Given the following data points in 2 dimensions: (1, 1), (1.5,2), (3, 4), (5, 7), (3.5, 5), (4.5, 5), (3.5, 4.5), conduct thek-means clustering, starting from the centroids of two clusters(k=2) as: (1, 1) and (5, 7). Present the results after eachiteration until the clustering results converge.
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