There are two entrances to this park. I suggest you enter the park at N 33° 51.886, W -084° 14.099.
The path to the cache starts behind the tool shed/garage at the end of the parking lot. Follow the path around into the woods. The area where the cache is hidden is visible from the path so some discretion is advised. The coordinates should put you close enough so that you will be able to find it.
AUGUST 22, 2005-UPDATE. The cache has been relocated to a new spot in the same park due to some geomuggle activity.