Team-Based In-Class Activities

Interactive learning games for data analytics concepts

DATA 110 · UNC School of Data Science and Society
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Fraud Detective Challenge

Anomaly Detection Activity
Supervised Unsupervised Team Competition

Investigate transaction data to catch fraud, plant your own anomalies to stump other teams, and learn when to apply supervised vs. unsupervised detection techniques.

3 Rounds: Detect → Plant → Swap & Hunt

4 Scenarios: Banking, Healthcare, Campus, E-Commerce

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Mystery Basket Challenge

Market Basket Analysis Activity
Association Rules Support · Confidence · Lift Business Pitch

Analyze customer receipts to uncover hidden purchasing patterns, master association rule metrics, and pitch a data-driven business recommendation.

3 Rounds: Explore → Quiz → Pitch

4 Businesses: Café, Hardware, Bookstore, Grocery