Tech-Behavioral Mix

In machine learning, how would you define the bias-variance tradeoff, and why is it a critical concept when developing models for business intelligence applications at Amazon?

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Interview question asked to Business Intelligence Engineers interviewing at Amazon Web Services and Amazon: In machine learning, how would you define the bias-variance tradeoff, and why is it a critical concept when developing models for business intelligence applications at Amazon?.