You can go to Kindle for PC and download for your computer. Very simple. All you do is download it, then go hereto download free books (note: not all Kindle ebooks are free, but there are quite a few choices). You must have an Amazon.com account to access this deal. (No credit card required, of course!)
You can also download the Kindle for your mobile device. Read details here.