Here's a simple way to remember it:
* Transverse sounds like "across", and the vibrations are indeed across the direction of the wave's motion.
* Think of a ripple in a pond: The water moves up and down (perpendicular) as the wave travels horizontally.
Examples of transverse waves include:
* Light waves
* Electromagnetic waves
* Waves on a string