The shooting happened at 3:20 p.m. on Rosemare Court.
Police said that five people were initially said to be severely wounded. One man was dead at the scene, another died at Goshen Hospital. Three women were rushed to trauma centers.
Goshen police said the shooting was targeted but not gang-related. They said there does not appear to be a threat to the public.
The Elkhart County Homicide Unit has assumed responsibility for the investigation.
This story was reported from Chicago.