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The purpose of the data, on the other hand, is to predict whether the persons whose information is obtained can obtain a loan from the bank. Various data preprocessing, data analysis, data visualization and data scaling were performed in the project. The data brought into a certain form was finally tested with 5 different machine learning algorithms and selected according to the most appropriate accuracy and f-score ratio.