Take a bus to Yeh Liu geological park. A bus leaves every hour from Taipei Main station. It's a beautiful park on the ocean with a lot of cool geological formations. It's really famous domestically but not a lot of foreigners know about it. It only takes an hour to get their from Taipei Main station.