fairness assignment

Introduction/3-fairness/README.md

@@ -193,4 +193,4 @@ Read about Azure Machine Learning's tools to ensure fairness
 
 - [Azure Machine Learning](https://docs.microsoft.com/en-us/azure/machine-learning/concept-fairness-ml?WT.mc_id=academic-15963-cxa) 
 
-## [Assignment Name](assignment.md) 
+## [Explore Fairlearn](assignment.md) 

Introduction/3-fairness/assignment.md

@@ -1 +1,11 @@
-# Assignment
+# Explore Fairlearn
+
+## Instructions
+
+In this lesson you learned about Fairlearn, an "open-source, community-driven project to help data scientists improve fairness of AI systems." For this assignment, explore one of Fairlearn's [notebooks](https://fairlearn.org/v0.6.2/auto_examples/index.html) and report your findings in a paper or presentation.
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |  A paper or powerpoint presentation is presented discussing Fairlearn's systems, the notebook that was run, and the conclusions drawn from running it        |   A paper is presented without conclusions       |  No paper is presented                 |