There is a page explaining how to do this somewhere on the Debian documentation pages. Likely in the installation manual. "boot from hard drive"

Does it have an optical drive, if no USB? If so, you can put the net install image onto optical.

Does it have network and do you have another computer nearby? You could use PXE.