"Drop" is SQL-speak for "delete". If you have phpMyAdmin or some other tool to administer the database, you should have a button there labelled one or the other.
In plain SQL, you'll have to issue this statement:
Text Formatted Code
DROP DATABASE geeklog;
(where "geeklog" is the name of your database).
bye, Dirk