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A few useful things to know about machine learning

Pedro Domingos · Communications of the ACM

Completed 2023

★★★★★

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The “no free lunch” theorem, bias-variance tradeoff, curse of dimensionality—Domingos distills decades of ML wisdom into one readable article. Great for anyone getting serious about the field.