For Mt. Whitney the best training areas are San Antonio Canyon and the San Gorgonio Wilderness. They the best hikes with the right gain but not the right elevation.
As Ken said pick up a guide book...and, join a few meetup groups and scope out the San Gabriels, San Gorgonio and San Jacinto message boards.
Lastly, do not forget to add higher Sierra trip before Mt. Whitney.