Against All Odds is a collaborative studio album by American rappers Young Noble and E.D.I., It was released on March 7, 2006. In addition to the regular album, a "clean" version, with profanity removed, was also released. Track listing References External links OutlawzMedia.net Official Website 2006 albums Outlawz albums Young Noble albums E.D.I. albums Real Talk Entertainment albums Albums produced by Big Hollis Collaborative albums Gangsta rap albums by American artists