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3min chapter
Data Debt in Machine Learning with D. Sculley - #574
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Do You Have a Causal Inference Graph?
A causal inference graph is basically a way of writing down all the ways that different factors might be causally linked to each other in adata regime. Causal infrns graphs are absolutely the true way to go about doing causal learning, he says. Do you also see more structured approaches that folks are taking to insure high levels of data quality? Yes, o think es of structured pieces, like the data sheets, for a good way to bring structure to that exploratory piece. There's a whole additional approach that we can think about, drawing from the causal literature.
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