Mailing the story:

First of all you need a installation image (ISO file) which you can download from http://www.debian.org. I recommend the small network install image. After downloading the file, copy it to a blank CD, DVD or USB memory-stick. For information on creating a bootable USB memory stick, see the article "Create a Bootable Live USB Thumb Drive or Rescue Drive Using UNetbootin."