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TDWI Upside - Where Data Means Business

Data Digest: Data Ethics, Predictive Analytics Debate, ML Fairness

A new framework for data ethics, the debate on using predictive analytics for child welfare, and advice for building fairness into machine learning.


Applying a Data Ethics Framework

Enterprises can learn from a new data ethics framework laid out by the U.K. government.

Read more at Econsultancy

Analytics' Role in Child Welfare?

A vocal debate continues in the New York foster care system over the use or abuse of predictive analytics systems.

Read more at The Chronicle of Social Change

Build Fairness into ML Models

Follow these steps to build better machine learning models by including fairness as a design principle.

Read more at Harvard Business Review

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