Do you have Joomla installed? Then you must have at least some idea about your database (database name, database access username and password) because this information is needed during Joomla installation.
Your webhosting company must give you access to some sort of database administration tool like phpMyAdmin (most common). Contact your webhosting company and request more information about that. This tool allows you to manipulate data inside your database directly.
You can always install one of Joomla
Database Management tools which allows you to do simple database tasks (like delete table etc., but be very careful with those)