Deep Creek Township is one of twelve townships in Yadkin County, North Carolina, United States. The township had a population of 2,838, according to the 2000 census.
Geographically, Deep Creek Township occupies in central and southern Yadkin County. Deep Creek Township's southern border is with Iredell County.