Take the Oakland Airport Connector to the Oakland Coliseum BART station. At the end of the connector station, purchase a ticket to Downtown Berkeley ($9.30, including the cost of the connector). Take the stairs down to the BART platform and board a Richmond train (orange line), which will take you directly to the Downtown Berkeley station. Travel time: 36 minutes.
