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Episode 13: The Data Science Skills Gap, Economics, and Public Health

Vanishing Gradients

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Do We Need a Dashboard?

I suppose there's some Pareto principle, right, whereby maybe for a lot of orgs, dashboards and lead scoring deliver 90% of the value that data science really can. And you don't require boosted trees to figure out your churn models or whatever it is. So I suppose my hypothesis isn't that it's not valuable, but it's that figuring out where the value actually lies.

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