I will be touristing it up via mass transit & a bike, probably
According to the internets, Columbia is a suburb of Baltimore. My current rough plan is to bike ~10 mi from Columbia along Hwy 175 to the National Cryptologic Museum in Ft. Meade, arriving around 10 AM (when they open). When I've had my fill of crypto, I'll bike ~9 mi to BWI or ~15 mi to Greenbelt (since MARC doesn't run on weekends, bah) and catch local rail into Baltimore or DC.