The best data scientists are curious and entrepreneurial
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a) well okay, sure, for large swaths of X
b) ...and so are the worst X's. And when X is "data science" we should be interested in telling those stories too
The leaked HBGary emails provide a pretty clear example of entrepreneurship destroying one particular curious mind's capacity for doing hard science. Money isn't evil, but it's a filter on perspective that in many, many people turns their capacity for skeptical research to absolute shit.
It is nonetheless still true.
Just like you can't randomly understand the fundamentals of software engineering like data structures & algorithms without first studying the concepts directly.
Hey I'm totally fine if people don't like what they're reading though. It gives me a competitive edge for any company I work for if everyone else is against the idea. ;)
What makes you so sure that "Biz Intelligence" folks aren't doing that?
I work with extremely large data sets. Yay. I can call myself a Data Scientist to be in vogue and gain "competitive edge" with people who care about the name I call myself instead of what I'm capable of. I can emphasize that I didn't just "pick up" things randomly, but that I got an abstract mathematics degree. But I'd prefer to be known by what I can do, not my particular label.
"No, no I'm not a programmer, I'm an engineer, which gives me a competitive advantage!" -- Whatever, how well can you code?
I wouldn't have known this about myself before working with and seeing what they do firsthand of course. That's kind of my main point.