When we multiply a matrix by an input vector we get an output vector, often in a new space. We can ask what this "linear transformation" does to all the vectors in a space. In fact, matrices were originally invented for the study of linear transformations.
Linear Transformations and their Matrices
Work the problems on your own and check your answers when you're done.