What is difference between component event & application event in Salesforce?

Component events: It is used to do communicate between child and parent. They use bubbling and capture the same as used in DOM events. A change in a child component can be communicated to the parent component via the component event.
Application events: It is used to communicate any change in the component to a broader audience. Any component who has registered for this event will get notified.