To deal with a problem or task is to take action on it, without assurance of success, but to be able to handle something goes one step further - to able to manage it or deal with it successfully to produce results.
Actually, to me they mean the same thing: I can handle it. I can deal with it. I can manage it. I can take care of it. I'm capable of taking responsibility for it. I don't need any help.