Rotation
Shear
Scale
You must already be familiar with linear algebra! If not, view the lecture slides as it is clearer on them.
Designed to solve the problem in translation.
Represent any linear operation into a linear transformation, which can be then represented by matrices.
Curvilinear-related operations still cannot be done directly! Such as simulating rays passing through a lens. However, there are other ways, of course.