If a matrix is really just the coefficients in a system of linear equations , then the inverse of a matrix is the coefficients that allow you to solve that system, .

Formally, the inverse of a matrix A is defined in terms of the determinant as

In practice, finding the inverse is a miserable slog, so we usually use the pseudo-inverse instead.