a$)$ Consider a dataset of $2D$ points: $(22,13),(25,15),(11,21),(18,8),(10,12),(18,15).$

Apply K$-$Means to partition the data into two clusters. Provide two iterations of the process with initial centroids $(16,15)$ and $(9,11).$

b$)$ Consider a transaction dataset of itemset, Milk,Bread,Butter,Diapers,Beer,Eggs, Fruit