To manipulate a database, you can: 1) Add, modify, or delete fields using ALTER TABLE commands like ADD, ALTER COLUMN, and DROP COLUMN. 2) Add new records by inserting rows and delete existing records using a DELETE FROM table WHERE condition statement. 3) Take care with data type conversions when modifying fields to ensure compatibility.