The two lives of the Grassmannian

The Grassmannian parametrizes linear subspaces of a real vector space. It is both a projective variety (via Plücker coordinates) and an affine variety (via orthogonal projections). We examine these two representations through the lenses of linear algebra, commutative algebra, and statistics.