The Lab Notebook: Bringing Science back to Data Science

Published in TEPS March 2021 Seminar - York University, 2021

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All of us deal with data. A lot of us do data science. And yet only some of us get a chance to really infuse science into that data science work. Ever visit one of your old experiments and find that you want to pull out your hair because you are not sure how you arrived at some of the models that you ended up selecting, why you transformed your data the way you did, and other choices that now seem arbitrary but were perhaps perfectly reasonable then?