'Boyz n the Hood' Director John Singleton Dead at 51

John Singleton, the first African American nominated for an Academy Award for Best Director -- whose decorated career spanned nearly three decades in Hollywood -- has died ... TMZ has learned. A Singleton family rep says he passed "peacefully,…