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This report details a database for Betty’s Sweet Shop, managing products, customers, and orders with unique IDs through design, testing, and SQL. Similarly, the code uses k-NN on the Iris dataset, splitting data and evaluating accuracy for different neighbors, demonstrating efficient model training and predictions.