I find that Duolingo is to human languages what Codecademy is to programming languages. It's gamefied and fun but will only scratch the surface teaching you the very basics. In order to truly learn the language you have to put in the much harder work elsewhere. That's not to say that both platforms dont have a place, they still can be pretty valuable tools for beginners.