We saw on the last video that if I have some sort of orthonormal basis, I should have a shorthand for this-- if I have an orthonormal basis, then to find for a subspace V, and if I want to find the projection of some vector x in Rn onto V, the transformation matrix simplifies to A times A transpose times x.