Help! Travel from DC to Columbia, Maryland

I am living in Washington DC, but will be commuting to Columbia, Maryland (specifically 11100 Johns Hopkins Rd, Laurel, MD) a few times a week. I need to take public transport, as I do not have a car out here. Any ideas how I can get there?? Preferably via the shortest/most inexpensive route...thank you!