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Credit Card Fraud Detection

Anomaly detection model identifying fraudulent transactions in real-time.

TransactionsINPUTPreprocessingPROCESSAnomaly ModelMODELFraud ScoreOUTPUT
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Overview
A machine learning system built to detect fraudulent credit card transactions using anomaly detection techniques. The model identifies unusual transaction patterns and flags potential fraud with high precision. Special attention was given to class imbalance, feature scaling, and evaluation metrics like precision and recall.
What this project explores
Fraud Detection
Anomaly Detection