Tourist visa to Dubai

by Ghie
(Qatar)

Hi, I am holding a Philippine passport but I am a Qatar Residence. Do I need to get a visa to go to Dubai as a tourist only for few days. If yes how can I apply to get the tourist visa?
thanks.