"take care of X" - this can means the issue of X is resolved, or at least managed for a period of time. "deal with X" - the issue of X presents itself as a kind of problem, and a solution is needed. "handle X" (we don't use "with" here) - it has the sense of "manage". There's no suggestion of a solution or finishing time.