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Data Mining Problems in Retail

Highly Scalable

Although these problems are very different, we are trying to establish a common framework that helps to design optimization and data mining tasks required for solutions. The design of the model heavily depends on the problem. Moreover, gross margin is not the only performance metric that is important for retailers.

Retail 152
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What We Learned Auditing Sophisticated AI for Bias

O'Reilly

System designs can be wrong. The internal control questionnaire in the Office of the Comptroller of the Currency’s MRM Handbook (starting pg. In this context, bias is often about system design and not about data or models. Despite flaws, start with simple metrics and clear thresholds. Data can be wrong.