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It’s a cultural thing with data scientists (which I am)- they get offended if you suggest the business can help them improve their models; it’s absolutely mind blowing.
There’s this view that if the statistics can’t discern it from the data it’s not worth knowing, even though we work with data sets with hundreds of millions or billions of rows and hundreds or thousands of features where it would be impossible to methodically check more than a tiny fraction of relationships.
#1 problem with the data science industry today.
This is absolutely true. I specialize in retail and the nonsense that data scientists propose and send me shows a clear lack of understanding of the business and the value of what they focus on
As a data quality person, I look at things this way - if the business can’t understand it and act on it, it’s bad data.