Jeremiah Ellis was shot six times overnight Friday into Saturday. His brother, 5, suffered a graze wound to his leg.
Skokie police said that the shots came from outside.
His mom told FOX 32 Chicago that Jeremiah was a respectful boy who loved to give hugs.
There were no suspects in custody as of Saturday.