Yes, you certainly can. In some circumstances though this will prove to be a very difficult job. Sometimes Tile can be removed from your subfloor with only moderate efforts and patience. Other times the Tile will be so adhered to your substrate that specialty tools, equipment and experience will be required. So often people try to tackle this job themselves and may even be able to remove the tile but become very frustrated when the mortar refuses to budge from their subfloor.