a) Compute minimum, mean, median, maximum and standard deviation for all the numeric variables in the data (4pt) b) Compute minimum, mean, median, maximum and standard deviation for all the numeric variables in the data by education variable (4pt) c) For character and binary variables (securities_account, cd_account, online, credit_card), report the count of their levels(2pt) d) Perform a 3-NN, 5-NN and 7-NN classification on the data (10pt) e) Predict the loan status for the observation below using 7-NN model (5pt) age = 40 experience = 10 income = 84 family = 2, ccavg = 2 education = "graduate" mortgage = 0 securities_account = 0