This day is celebrated to commemorate the victory of Rama over Ravana, which later came to be known as Vijayadashmi or Dussehra.
another myth is there that Devi Durga's victory over Mahihashur is celebrated as Vijayadashmi or Dusshera, by many people following Hinduism specially in Bengal.