1) Choose K centroids
2) Repeat
	  for each point in the data
	  	  assign the point in the cluster whose centroid is closest to the point
	  	  	if the point moved to a new cluster
	  	  		update the centroid of its old cluster and the new cluster which it moved to
   until the points in all of the clusters did not change

