The boy was pronounced dead at a hospital. The uncle, a man in his 30s, is said to be in critical condition.
Authorities said they believe the victims were unintended targets of random gunfire.
Police have no suspects. The incident remained under investigation.
Anyone with information was asked to call Los Angeles police at (323) 846-6547.