Ok I'm being extremely facetious here but it still shocks me when people comment in machine learning or data science threads asking about how they'd go about picking this up but you can clearly tell they have no formal background in the sciences. I guess the only reason it angers me is because if they had just done a CS degree instead of trying to "hack it" none of this would seem like magic.