Given a picture or a description of the transformation, how do we find the transformation matrix? What we do is to take a look at the two unit vectors:

We want to ask ourselves how the transformation given in the question changes these two unit vectors.

Let's say that the unit vector transforms from to and the unit vector transforms from to . Then we say that:

Then we combine these two column vectors into one matrix.

Hence, the transformation matrix is: