If we have our statement p then q:

The inverse is inverting the signs think of i as the square root of -1. You are negating each element.

~p -> ~q

Converse, reverse.

q -> p.

Once you remember those, just remember that the contrapositive is converse and inverse combined.

~q -> ~p