Working with matrices can be tricky. But some matrices can be turned into a diagonal form—just numbers along the diagonal and zeros everywhere else. These matrices are called diagonalizable. In this chapter, we'll learn when this is possible and how it helps with powers, long‑term behavior, and more. We'll also see what to do when a matrix refuses to be diagonalized, and meet the Jordan form and Schur triangularization as backup plans.