Hi Chien Si,
Yes, you do need a compiler. As far as I know, there are two main options: Microsoft Visual Studio (~$500) with Intel Visual Fortran (~$800)...or the free option, GFortran. We are currently finishing up a detailed tutorial for how to get set up using GFortran. We will post an announcement here when it's ready--it should be soon.