Consider an array A defined as follows: $A=[16,2,3,13$;$5,11,10,8$;$9,7,6,12$;$4,14,15,1]$; Perform the following tasks:

Transpose the array A and store it in $B.$

Flip the array A vertically and store it in $C.$

Rotate the array $A90$ degrees clockwise and store it in $D.$

Extract the second row from the array A and store it in $E.$

Extract the third column from the array A and store it in $F.$

Create a new array $G$ which is the element wise sum of A and $B.$

Create a new array $H$ which is the element$-$wise product of A and $C.$

Calculate the sum of all elements in the array A and store it in total:sum.

Find the maximum value in the array A and store it in max$\_$value.

Find the indices of the maximum value in the array A and store them in max$\_$indices.

You have to explain each one of them in details.