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@beeonaposy talking about 8 years of data science mistakes. Sharing mistakes helps with transparency, to help, and for growth. Mistakes count as experience. #rstudioconf
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@beeonaposy Types of mistakes: technical versus communication. Early on, mistakes tend to be technical, but communication mistakes are important too. #rstudioconf
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@beeonaposy Built a model - but some variables really couldn't be used. Usual suspects in analysis: understanding data source; assumptions; filters; missing values (& didn't catch the last one). #rstudioconf
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@beeonaposy Predicting patients who could fill in for cancellations; ran into time zone issues; lack of shared resources about data; institutional knowledge depleted as people left. #rstudioconf
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@beeonaposy Teaching and learning respectfully is important. Communicate with the implementers. Reduce jargon. Team mentality and similarity of goals. #rstudioconf