One of those fatal shootings happened Friday night in the Roseland neighborhood.
Police shot at one man and killed another after the suspects allegedly pointed guns at the officers.
Police were responding to a call of shots fired at a block party in the 200 block of West 110th Street. Two other men were arrested.