Try riding with the Foothill Cycling Club.
http://www.foothillcycle.org/
They have saturday and sunday morning rides(their "easy" ride) which are at about 15-20 MPH. You will get to learn to ride in a group setting.
They also have "moderate" rides on Sundays which average over 20 MPH when you become faster.