Task: Demonstrate Why sklearn Imputer Requires fit() Before transform()

Task: Demonstrate Why sklearn Imputer Requires fit() Before transform(): a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that demonstrates the fit/transform pattern used by sklearn's imputation classes, explaining through code and output why the fit() step is necessary before…