Can we change the URL of a site to a URL without a sub-domain?

no, you cannot change. It's not possible to change a site URL to a URL without a sub-domain (also referenced to as a 'naked domain'). Using the domain example.com, a URL with a sub-domain would be http://www.example.com; the naked domain is http://example.com.