Drilling machines are primarily used to create round holes in various materials, but they also perform other operations like reaming, tapping, countersinking, and counterboring. Industries like metalworking, construction, woodworking, and manufacturing utilize drilling machines. They are essential for joining parts, creating specific shapes, and preparing surfaces for other processes.