In a dataset with a numerical feature 'Income', you have observed that some values are missing. You are considering different strategies to handle these missing values. Compare and contrast imputing missing values with the mean value versus the median value, and explain the scenarios where each approach would be more appropriate. | Databricks Certified Machine Learning - Associate Quiz