Mathematics II - Old Questions

20. Find a least-square solution for Ax = b with  What do you mean by least squares problems? 

OR

Define a least-squares solution of Ax = b, prove that the set of least squares solutions of Ax = b coincides with the non-empty set of solutions of the normal equations A^TAx = A^Tb.