Matrix inversion is the process of finding a matrix that, when multiplied with the original matrix, yields the identity matrix. It is a crucial operation in linear algebra with applications in solving systems of linear equations, computer graphics, and more, but not all matrices are invertible, and the inverse may not always be computationally feasible for large matrices.