Solve the following set of equations using numpy's linear algebra capabilities. a) First, on paper, put the equation in the form Ax- b. b) Next, create arrays in Python for the A and b matrices. c) Use numpy's solve funtion to solve for the matrix. Record the results on paper. d) Finally, verify the solution by printing the matrix product Ax to show that it is indeed b. e) Just for fun, calculate A-1, the inverse of A. (using Python) On paper, show that the product AT1b gives the same result for x. Record the result on paper