Cedar Ridge is a census-designated place in Tuolumne County, California. Cedar Ridge sits at an elevation of 3,760 feet. The 2010 United States census reported Cedar Ridge's population was 1,132. Cedar Ridge was created a CDP for the 2010 census, previously it was part of the Phoenix Lake-Cedar Ridge CDP.