Come Fly with Me is the first live album by Canadian singer Michael Bublé released on March 8, 2004.

It features songs from Buble's live performances in 2003.

The album consists of an audio CD with eight songs, including two new studio recordings: "Nice 'n' Easy" and "Can't Help Falling in Love".

The video consists of a live in-concert DVD featuring 12 songs recorded during his first worldwide tour.

Come Fly With Me was certified gold by ARIA (Australian Charts) in 2006.