Hundreds of people were inside the club when the shots rang out.
Ramiro Guevara, 17, was killed. No one else was hurt.
There's been no word on a motive for the shooting. No one is in custody.
One of the club's owners was reportedly the girlfriend of former Rod Blagojevich fundraiser Chris Kelly, who committed suicide in September.