A mechanical oscillator coupled to an optical cavity can be cooled to its quantum ground state by driving on the red sideband (ωL = ωc − ωm). Photons scattered to the blue sideband carry away one mechanical phonon per scattering event, reducing the phonon occupation number n̄.