High Quality Content by WIKIPEDIA articles! "Fat" is a song by "Weird Al" Yankovic. It is a parody of "Bad" by Michael Jackson. It is the second parody Yankovic did of a Jackson song, the first being "Eat It", a parody of Jackson`s "Beat It". "Fat" is the first song on Yankovic`s Even Worse album.