englishdata-analysis-with-pythonnumpyAccessing and Changing Elements, Rows, ColumnsOn this page--question-- --text-- What code would change the values in the 3rd column of both of the following Numpy arrays to 20? a = np.array([[1, 2, 3, 4, 5], [6, 7, 8, 9, 10]])# Output:# [[ 1 2 20 4 5]# [ 6 7 20 9 10]] --answers-- a[:, 3] = 20 a[2, :] = 20 a[:, 2] = 20 a[1, 2] = 20 --video-solution-- 3