Although you can get a unique domain name at https://wordpress.com/, there is option to get a better domain name by hosting it yourself.
One way is to download the source code from https://wordpress.org/, but I did it by One-click install on DigitalOcean, in order to reuse my existing domain name. It was quite easy.