I had this same problem as I was unfamiliar with UEFI bios till I got my new mother board. You have to go into bios and set your optical drive from efi to sata dvd. That should solve the problem.
If your installing to a fresh HDD, when it asks which hard drive you'd like to install to, click advance options and then select the current partition and delete it. This should solve your problems.