I've never heard of the term burpee before until I came across an article on Hacker News that mentioned it.
A burpee is a full body exercise that doesn't require equipment. It's used for strength training and as an aerobic exercise. If you think you're out of shape and you want to start exercising, I recommend that you try it out. ;)