Since you have the time, I'd recommend driving to the Valley by way of PCH and Topanga Canyon.

From the airport start take Lincoln Blvd (it starts near the In-N-Out) north to Venice Beach. Continue to Santa Monica and then on PCH to Malibu and Topanga Canyon which will take you to Woodland Hills in the west San Fernando Valley.