Baird got a deft touch to John Arne Riise's near-post corner to beat goalkeeper Brad Guzan and deny Villa what looked increasingly like a battling point.
Fulham had been the better side, with Berbatov in commanding form on his comeback from a hip injury, but they had failed to convert a hatful of chances.
Source: PA
Source: PA