I gave a talk this month at PyData San Francisco 2016. The title of my talk was Mental Models to Use and Avoid as a Data Scientist
A highlight of my week was Travis Oliphant (creator of scipy/author of numpy/CEO of Continuum) tweeting about it:
My talk
Extra Materials
The source material and some code links can be found here, and the slides can be found here.
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This was a great talk. Really enjoyed it.