Train is a surname. Notable people with the surname include:
Charles J. Train (1845–1906), American admiral
Charles R. Train (1817–1885), American politician
Charles William Train (1890–1965), British soldier, recipient of the Victoria Cross
George Francis Train (1829–1904), American businessman, author and eccentric
Jack Train (1902–1966), British radio and film actor
John Train (investment advisor) (born 1928), American investment advisor and author
John Train (politician) (1873–1942), Unionist Party (Scotland) MP for Glasgow Cathcart
John Butler Train, alter ego of American musician Phil Ochs