Exercise 4.2.17

If $P^2=P$ then ${(I-P)}^2=(I-P)(I-P)=I-\mathit{PI}-\mathit{IP}+P^2=I-P$. When $P$ projects onto the column space, $I-P$ projects onto the left nullspace.