Joe Giudice Getting G.E.D. in Prison, Loses 45 lbs.

Joe Giudice is following his wife Teresa's lead when it comes to keeping busy in prison ... he's dropping lbs and changing his life ... TMZ has learned. We're told Joe's lost 45 pounds since he began serving his sentence 18 months ago for bankruptcy…