Data Projects & Advanced Topics
For AP Statistics …
Sports Statistics
Five projects on modern sports statistics, including advanced metrics.
Authors: Josh Tabor, Christine Franklin, & Danny Hill
Machine Learning
Students build a simple machine learning model to make predictions with data and discuss data ethics.
Author: Max Cembalest
Simpson’s Paradox
Students investigate Simpson’s Paradox in judicial, educational, medical, athletic, and political contexts.
Author: Matt DiSorbo
Flint Water Crisis
A deep-dive into the history of the Flint Water Crisis, through analysis of multiple datasets and inference procedures.
Author: Scott Fallstrom