Should data science be driven by theory or by experimental evidence?
I have seen two different cultures in data science: “mathematicians” and “engineers“. “Mathematicians” are often academics, or have a PhD. Most of them have a background in statistics or mathematics. They believe in the power of theory, proper assumptions and interpretable models. They like models that are based on proven ... [...Read more...]