How can I learn to mingle with black people?

I just moved to Oakland, CA and I want to get along better with the locals. It's intimidating because they are always very loud and talk in a way that I can't understand. Is there anything I can do other than listening to lots of gangster rap and drinking cheap alcohol? Should I buy a gun?