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George Qiao's Projects

credit-card-anomaly-detection icon credit-card-anomaly-detection

The datasets contains transactions made by credit cards in September 2013 by european cardholders. This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% of all transactions.

freeml icon freeml

Data Science Resources (Mostly Free)

vtms-communication-failure-analysis icon vtms-communication-failure-analysis

The Metropolitan Transportation Commission (MTC) is concerned about the number of network communication failures with its Variable Toll Message Signs (VTMS) on the I-680 Express Lanes Corridor, which degrades the overall performance of the sign. MTC would like the Express Lanes Data Analyst to analyze and document the scope of the problem.

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