MP3 is a shortened form of "MPEG-1/MPEG-2 Audio Layer 3" while MPEG is an acronym of "Moving Pictures Experts Group", which is the collective group of experts who create standards for audio and video compression and transmission.
So basically, MP means Moving Pictures [Experts Group].