Yes! The easiest way to do this is to register a domain using Shopify. Log in to Shopify, go to PREFERENCES > DOMAINS & DNS in your store admin to register a domain.
Shopify also integrates with an existing web site or a domain name registered with another provider. Ask your domain registrar to point your domain or subdomain to Shopify's servers. For more information click here.