What is the difference between a Cover Letter and an Application letter ?

The difference between a cover letter and a letter of application are what they are used for. A cover letter is used as a sort of introduction for yourself and your attached documents, usually a resume. A letter of application is like filling out a job application, but you put it into letter form.