Shut off the main water supply. Unscrew the tap that is leaking, this usually involves a long screwdriver through the handle or unscrewing the part the handle mounts to. Replace the rubber O-ring inside with a ring of the same size and thickness using a pair of pliers to reach it. Screw the tap handle back in. Turn water on.