It happened just before midnight in the city's Lakeview neighborhood.
Police say a woman was driving a motorcycle at a high rate of speed when she collided with a vehicle near Lake Shore and Waveland.
The woman was pronounced dead at the scene.
She has been identified as Lacie Berry, 34, of Chicago.