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Credit Risk Scoring: The Data Problems That Haven't Changed

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

Better models have not solved the thin-file problem, the data quality issues in alternative data, or the validation requirements that govern what can be deployed in regulated lending. The data problems are still the hard part. Credit risk modelling has changed significantly over the past decade. Gr…

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  1. 2026-10-08 11:01 · DEV Community — Machine Learning
    Credit Risk Scoring: The Data Problems That Haven't Changed

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