Loan Creditability Prediction

DataSet

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Link: https://www.kaggle.com/c/credit-default-prediction-ai-big-data/data
Geekbrains AI/BigData Loan Default Prediction Competition

• Performing Data Cleaning, Preprocessing, Exploratory Analysis. Creating Data Pipeline to transform raw csv into train and test dataframes with Pandas, NumPy.
• Testing different classifiers (Logistics, SVC, k-NN, Tree, Naive Bayes) to compare for highest AUC - area under the ROC curve