Scenario Recap: Application: Flower classification. Solution: Add new images and labels to the existing model. Retrain and publish the model. Analysis: This is the best practice workflow: Add new labeled training images. Retrain the model with updated dataset. Publish the retrained model. This clearly meets the goal.