You don’t necessarily have to understand everything about transformation matrices to use them. Just understand then when you multiply a point by a transformation matrix, you’re applying scaling, rotation, and translation to that point all at once.
If you do want to understand more, you can use ICE to visualize what goes into a transformation matrix:
And you can do some reading 🙂