What 50 cent song that goes badum badum badum?

The song you're referring to is "In Da Club" by 50 Cent. The "badum badum badum" part likely corresponds to the rhythmic beat in the track, which is iconic and recognizable. Released in 2003, the song became a major hit and is known for its catchy hook and party vibe.