Derek wasn't responsible at least not directly. He certainly contributed to the racial tension including heavily influencing Danny's perspective up to that point.

It's kind of implied that the kid who shot Danny was getting into a gang and that was part of his initiation. Which makes it mostly just a tragedy since Danny had just had some revelation and has now been killed over something completely trivial.