Eigenvalues & Eigenvectors

A matrix moves every vector in the plane, but a few directions refuse to be knocked off their line — the matrix can only stretch them. These three short lessons hunt down those special directions, measure each stretch with a single number, and then use both to predict what happens when a matrix is applied over and over. That last trick is how Google originally ranked the web.