Wrong but useful. Working @Twitter, tweeting about data science and people management.
"Wait, it's all her views?" 
"Always has been"
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As a non-mathematician, I never held any illusions about mathematical elegance as a way to accurately describe the real world. Biology is nothing if not messy, and people are too.
Coming from a social science background, I also had low expectations for how precisely I could measure anything, but I had a period where I had hope for ML finding useful patterns in large datasets. I quickly learned that the best datasets are intentionally constructed.
I can tell you clinical logic can also be difficult to make into algorithms.
“The best datasets are intentionally constructed” Boom! Quote of the year.
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