system installation - will the PC boot from the DVD and install Ubuntu on an empty hard disk?

I have an extra PC and its hard drive died. I would like to buy a new hard drive, 500gig, and load Ubuntu. My question though is if I burn Ubuntu iso with an ISO Burner, will the PC boot from the DVD and install Ubuntu on an empty hard disk?