What if I don't want to be part of a club anymore (not this club)? How do I become not part of it?

Go to your "Profile" page, then hit "Clubs", scroll down till you find the club you want to get out of, underneath the club's ícone will be "unsubscribe" in red letters, click it, then click "YES".