"Learning to Fly" is a song by American rock band Tom Petty and the Heartbreakers. It was written in 1991 by Tom Petty and his writing partner Jeff Lynne for the band's eighth studio album, Into the Great Wide Open (1991). The entire song is based on four simple chords, (F, C, A minor, and G). It became a top hit for Petty and the Heartbreakers, topping the US Album Rock Tracks chart and peaking at number 28 on the Billboard Hot 100.