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.