The biggest changes were in the Civil War:
first use of trains, repeating rifles, trech warfare, guerrila warfare, machine guns, rifled cannons, biowarfare (tainting water supplies), steel-armored ships, submarines, probably others that don't come to mind.
WWI introduced tanks, airplanes, and gas weapons.
WWII introduced missiles and atomic weapons.