Living in the danger zone.
I have seen this data science Venn diagram a few times now:
http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
Here is the author's comment on the danger zone :
"Fortunately, it requires near willful ignorance to acquire hacking skills and substantive expertise without also learning some math and statistics along the way. As such, the danger zone is sparsely populated ... "
I learned hacking skills and substantive expertise while having very little formal training in math and statistics. Of course, I know "some math and statistics" but how much "some" is enough not to cause a terrible mess? Is it a coincidence that many of us do in fact seem to be in a terrible mess?
http://pps.sagepub.com/content/7/6/528.full
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