Short visit. I am living in Taiwan but I want to go to Beijing for a brief weekend vacation.

Is it possible to fly from Taipei to Beijing on Friday, see the great wall, tiananmen square etc. etc. then return to Taipei on Monday? If so, where should I apply for this visa? Thanks!