The way to get rid of the scratches is compound or polish. Compound if they are deep, polish for lighter marks. Using a machine polisher, like the porter cable, will make things easier and cleaner. I like Menzerna products. They don't contain fillers and will remove the marks and not fill in. Follow up with a coat of wax.