One of celebrated golf architect Gil Hanse's first designs, Rustic Canyon is one of the most decorated municipal golf courses in the country. It's a bit of a hike from DTLA, so other fun local options are Roosevelt Nine Hole, and the 36 holes at Griffith Park.