When exercising my muscles often burn. I have heard instructors often say "feel the burn".

What causes muscles to burn during exercise? Is this burn a good or a bad thing? I had always been told when the body hurts its sending a message that you've over done it, but the message physical fitness instructors seem to be sending is that this burning discomfort is a good thing.