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 ...

Finally, we briefly reviewed two of the most common white-box models, regression and tree-based and reviewed use cases for each. In the next lesson, we will build an interpretable model with sci-kit ...