I'm going to rewrite this equation as
Using some matrix algebra
So does it make sense that to have a solution, you need to be able to premultiply both sides by the inverse matrix of . Therefore this inverse matrix has to exist.
exists when .
So evaluate , and solve for when
This will tell you the value(s) of that you can not have.