It's a certification some people simply cram to get, because of being sick and tired of the lack of upward mobility inherent in a life without a high school diploma.
It's also significantly easier to get than a bona fide high school diploma, but has a connotation that the person was some kind of drop out. For this reason, the joke is that the acronym stands for "Good Enough Diploma".