Q.5) [10 Marks] a) Why we perform clustering and classification in data science? b) Why K-means algorithm called Iterative? Explain the steps of K-mean algorithm using the following diagram? Assign each points to similar center Identify the duster centroids Reassign the parts (based on Reassign distance) For 2. Lets choose K objects as initial duster center Identify the new