nextmake an object of kmeans along with providing number of clusterstrain the model and do the prediction as followskmeans kmeans(n_clusters= kmeans fit(xy_kmeans kmeans predict(xnowwith the help of following code we can plot and visualize the cluster' centers picked by -means python estimatorplt scatter( [: ] [: ] =y_kmeanss= cmap='summer'centers kmeans cluster_centers_ plt scatter(centers[: ]centers[: ] ='blue' = alpha= )plt show(