Question: Illustrate the K - means clustering to cluster the data points for at least five epochs properly. Use the elbow method to determine the optimal

Illustrate the K-means clustering to cluster the data points for at least five epochs properly.
Use the elbow method to determine the optimal number of clusters.
Visualize the clusters.
Plot the centroids of each cluster
PLEASE INCLUDE OUTPUT SCREENSHOT FROM JUPYTER NOTEBOOK (Code in Python)
Illustrate the K - means clustering to cluster

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