In data analysis, it is important to take steps to build an accurate, well-considered model that can help with processes such as automation and machine learning. But in building that model, serious ...

To avoid overfitting the training data, machine learning models are checked against a validation dataset as well. The validation dataset is a separate dataset that is not used in the training process.