The weather service says waves on the lake could get as high as 7 feet.
It also warns of pounding waves and rip currents.
Those conditions are considered life-threatening for any swimmers.
People visiting beaches along Lake Michigan are urged to refrain from going in the water.
The warning was first issued on Monday.
