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Consider a scenario where you have a dataset with a categorical feature 'Education Level' having categories 'High School', 'Bachelor', 'Master', 'PhD', and missing values. Write a code snippet to perform ordinal encoding on this feature using Python and the scikit-learn library. Explain how this process handles missing values.