There are miles of trails in Griffith Park. You can start by the ranger station, the zoo, the Observatory, or any one of a dozen places.
Eaton Canyon has some great hikes.
So does Runyon Canyon.
And there are many trailheads in Angeles National Forest off Angeles Crest Highway.