Login to the MySql command line using something like the following
mysql -uUSERNAME -pPASSWORD
Then execute the following command to Drop the desired Database
DROP TABLE MYDATABASE;
Replace MYDATABASE with the Database name that you want to Drop
Note: Please note that this can’t be undone, so please create a backup before proceeding.