Many problems in linear algebra become simpler when a matrix is diagonal. Diagonalizable matrices offer significant computational advantages, particularly when calculating powers of matrices. They are especially useful when studying linear transformations and solving many advanced problems in linear algebra. In this section, we introduce Sage methods for diagonalization.