Bertocchi is an Italian surname. Notable people with the surname include:
Angel Gelmi Bertocchi (1938–2016), Italian-born Bolivian Roman Catholic bishop Elena Bertocchi (born 1994), Italian diver Elio Bertocchi (1919–1971), Italian cyclist Francisco Bertocchi (born 1946), Uruguayan footballer and manager Guerino Bertocchi (1907–1981), Italian mechanic and racing driver Luigi Bertocchi (born 1965), Italian hurdler Massimo Bertocchi (born 1985), Canadian decathlete Nicolás Bertocchi (born 1989), Argentine professional footballer