Successful machine learning projects require that we negotiate trade-offs between the accuracy of our predictions and the interpretability of our predictions. This is why it is important to carefully ...

In the previous lessons, we discussed that some models that are considered intrinsically interpretable, such as simple regression and decision trees. We referred to these as white-box models, a ...