In the context of training a machine learning model using Spark ML, explain the difference between an Estimator and a Transformer. Provide examples of each and discuss how they interact within a Spark ML pipeline. Additionally, describe a scenario where the correct use of Estimators and Transformers is crucial for the success of the model.