Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
take the train set and split it further to make an additional validation set. The model will not see the targets, in the same way as in the test set, and it is used for tuning the model. After defining what values we want to explore for the hyperparameter optimization, we want to pick the model