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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qualitative understanding is essential for designing data acquisition and interpreting the result. The hazards of metrics is something I'm still pondering over too e.g. @math_rachelhttps://www.fast.ai/2019/09/24/metrics/ …
For sure. While anyone can incorporate data into their decisions, there still is expertise involved in designing constructive metrics. Bad metrics come from people not using data intentionally--because they think they have to rather than for a considered purpose.
