Scenario: Pennyworth’s Haberdashery, a well-established company with multiple locations across Greater London, has been in operation for over 50 years. Recently, Alfred Pennyworth acquired a smaller clothier line in Madrid, and the company is now integrating its content into Pennyworth’s Microsoft Azure environment. Project Details: As part of their machine learning project, the team must enable feature engineering functionality on incoming data before it is used to train a model. Question: Which of the following actions should the team take to properly implement feature engineering on the received data before it is consumed by the model?