Millheim is a borough in Centre County, Pennsylvania, United States. It is part of the State College, Pennsylvania Metropolitan Statistical Area. As of the 2020 census, Millheim had a population of 831. The Millheim Historic District, which includes 176 contributing buildings, was listed on the National Register of Historic Places in 1986.