a) Perform the foliowing operations on the below data table, i. Write the code routine to print the yellow colored sub-array with respect to NumPy arrays. [2M] ii. Print the sum of the second column and fifth row. [2M] ii. Reshape the array (change columns to rows, rows to columns) and print the mean of the last row and median of last column [2M] 2 3 6 10 11 12 | 13 22 14 18 20 21 26 27 28 29 30 31 33 34 37 38 39 35 36 40 41 b) Create a 4x4 random array and perform the following operations 1. Print the minimum and maximum values in the array [2M] ii. Spit the array into four same size arrays. [2M] iii, convert the array into one-dimensional array and print mean, median, 50h and 75h percentiles (2M]