Amazon SageMaker
Developer Guide

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Step 7: Validate the Model

Now that you have trained and deployed a model in Amazon SageMaker, validate it to ensure that it generates accurate predictions on new data. That is, on data that is different from the data that the model was trained on. For this, use the test dataset that you created in Step 4: Download, Explore, and Transform the Training Data.