It's a piece of cake. Just gently pry off the dome or light cover with a flathead screwdriver on a side that doesn't push in. Be gentle and ease her out slowly so you don't mar the plastic surrounds.
I just replaced most of my lights with LEDS last week- looks nice and classy.