Enoch Josiah "Joe" Mills (July 23, 1878 – October 3, 1935) was an American football, basketball, and baseball player and coach. He served as the eighth head football coach at Baylor University, coaching two seasons from 1908 to 1909 and compiling a record of 8–8.