Where I live in the eastern USA, it is more common to say BRUSH UP ON, but the Cambridge Dictionary says that either form is correct:
Definition --
To brush up (on):
to improve your knowledge of something already learned but partly forgotten:
I thought I'd brush up (on) my French before going to Paris.
Perhaps "brush up" without the "on" is more typical of British English?