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Question

Validation Data - What does validation data do?

Answer

The training data and validation data are two distinct sets of information. Any apparent faults in the model may be evaluated using it. The model's hyperparameters, or customizable parameters, govern the model's behavior, and this enables machine learning engineers to tweak them.