Yes.
Because of its popularity, most shared hosting providers are well-equipped to handle a WordPress blog. Many even offer a simple one-click installation script, allowing you to get set up with a new WordPress site very quickly.
You can use our hosting features comparison tool to find hosting providers that support WordPress.
