didn't even realise you COULD download it onto the computer itself...feel so silly now!
Yes you can if you want to run it from your own-site or at the beginning with the localhost to build the web-site and then move all your folders to the hosting web-site...
Check on the google, wordpress with Microsoft Web-Matrix, very easy to install Wordpress on your localhost computer.