Adevertising Global Gateway – 24x Annual Pass

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This is the ultimate dataset to practice:

• Machine Learning / Predictive Modeling: Build a classification model (like Random Forest or XGBoost) to predict the Is_Fraud boolean target using features like transaction amount, location mismatch, and merchant category.

• Risk Dashboards: Import this into Tableau or PowerBI to visualize real-time fraud flags, auto-decline rates, and high-risk transaction types.

• Financial Analysis: Pivot the data to see the total volume of Wire Transfers versus standard Point-of-Sale (POS) purchases.