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In a machine learning project, you have a dataset with multiple features and labels. Explain the importance of versioning features in a feature store and provide a step-by-step process to version features in Databricks, including the necessary code snippets.
Explanation:
Option B correctly explains the importance of versioning features in a feature store and provides a step-by-step process to version features in Databricks, including the necessary code snippets. Option A is incorrect as it states that versioning features is not necessary. Option C suggests a manual process for each step, which is not efficient. Option D is incorrect as it suggests creating a copy of the table, which is not the recommended approach for versioning features.