travelling to Taipei, Tawain - any recommendations?

I will be travelling to Taipei for work. I guess it is no surprise that I will take a camera.
I will have a Saturday/Sunday available (I hope) to stroll around.
Any recommendations for places to visit?

Thanks,
Arnt