3. Cluster the following 2D points {(1, 1), (2, 2), (1, 2), (2, 1), (6, 6), (7, 7), (9, 9)} using K- Means clustering algorithm for only one epoch and plot the new centroids. Consider K-2 and [5 marks] initial centroids are (0,0) & (10,10). [Common Data for Questions Q4 and Q5] Age Income Student <=30 high no <=30 high no 31-40 high no >40 medium no >40 low yes >40 low yes 31-40 low yes <=30 medium no <=30 low medium >40 <=30 medium 31-40 31-40 >40 yes yes yes medium no high medium yes no Creadit_Rating Buys_Computer fair NO excellent NO fair YES fair YES fair YES excellent NO excellent YES fair NO fair YES fair YES excellent YES excellent YES fair YES excellent NO