Petzke is a surname. Notable people with the surname include:

Dave Petzke (born c. 1957), American former college football player Gus Petzke (1896–1967), Australian rules footballer Ingo Petzke (born 1947), German film scholar, filmmaker and author James Petzke, American politician and businessman elected in 2022