That's What I'm Talking About is the debut album by Australian singer Shannon Noll, released on 8 February 2004 (see 2004 in music). The album includes a longer version of his number one smash-hit, 5x Platinum debut single, "What About Me", the Bryan Adams penned Top 5 single, "Drive", as well as the number one singles, "Learn to Fly" and "New Beginning". The album also features "The Way That I Feel", a track co-written with his brother, Damian.
The album is certified five times Platinum by ARIA in Australia. The album debuted at number-one on the Australian Albums Chart with sales of 131,680 copies, and remained at the top spot for four weeks. The album spent a total of thirteen weeks in the top ten.