To remove scratches from marble, use a marble repair kit that includes a polishing powder and resin. Apply the powder to the scratched area and rub it in with a soft cloth. Then, mix the resin according to the instructions and apply it to the scratch. Let the resin dry and then buff the area with a soft cloth to restore the shine.