That Old Feeling

That Old Feeling may refer to:


 * "That Old Feeling" (song), a 1937 popular song
 * That Old Feeling (Al Cohn album), a 1956 album by saxophonist Al Cohn featuring the above song
 * That Old Feeling (Albert Dailey album), a 1956 album by pianist Albert Dailey featuring the above song
 * That Old Feeling (Bud Shank album), a 1986 album by saxophonist Bud Shank featuring the above song
 * That Old Feeling (film), a 1997 romantic comedy
 * That Old Feeling, an album by Billy Eckstine