Learning Objectives

In the Asynchronous Lecture

In the Synchronous Lecture

If you have any questions while watching the pre-recorded material, be sure to write them down and to bring them up during the synchronous portion of the lecture.

Asynchronous Materials

The following tabs contain pre-recorded lecture materials for class this week. Please review these materials prior to the synchronous lecture.

Total time: Approx. 1 hour and 6 minutes.


Interpretable Machine Learning

Variable Importance

Code from the video


Partial Dependency Plots (PDP)

Individual Conditional Expectation Plots (ICE)


The following materials were generated for students enrolled in PPOL670. Please do not distribute without permission.

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