Why Machine Learning Products Should be Managed Differently
Mind the Product
JANUARY 17, 2020
Machine learning (ML) based products have particular characteristics and challenges, from data quality to counterfactual problems and explainability. What then are the implications of ML products for team structure, focus, and hiring? Whether the data is good or bad, once interventions are made a counterfactual problem arises.
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