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Scenario: Damage Control (DC), a construction and repair company contracted by S.H.I.E.L.D., specializes in post-incident cleanup and rebuilding following super-villain attacks on New York City. The company, led by CEO Mac Porter, is integrating automated machine learning into its operations and has enlisted you as an Azure Expert. In the current AutoML project, you need to apply one-hot encoding to the categorical features of a dataset. Which approach should you take?