Upon successful completion of this unit, you will be able to:

[1] apply a train-test split on datasets and cross-validation techniques to assess model performance; [2] identify overfitting and underfitting in models; [3] apply techniques such as L1 and L2 regularization and early stopping to avoid overfitting and improve model performance

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