Yes. You may turn it off by the following steps:

In Outlook,

  1. From the ribbon bar, choose File -> Options.
  2. From the left panel, choose "Mail".
  3. Look for the "Message arrival" session
  4. Uncheck the box of "Display a Desktop Alert"
  5. Click OK to finish.