Machine learning Terminology Interfaces Estimator: Untrained model. Transformer: Trained model. Methods Fit: Train the model. Transform: Use the trained pipeline to process a (e.g. test) data collection. Predict: Use the trained model to process one input data item. ML.NET Learning center Step by step tutorial Details Code samples Data processing DataFrame