The document discusses naming conventions for databases including using uppercase and lowercase letters, underscores, singular and plural terms consistently. Tables should indicate relationships and use "id" primary keys. Columns should use consistent terms and conventions for timestamps and foreign keys referencing other tables. Constraints should be named with prefixes like "pk", "fk", and "uq".