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LendingClub_Credit_Risk_Modeling_Pipeline
LendingClub_Credit_Risk_Modeling_Pipeline PublicAn end-to-end credit risk modeling pipeline using LendingClub data, covering feature engineering, PD modeling, scorecard development, validation, monitoring, and Basel-style LGD, EAD, and Expected …
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Student_performance_analysis
Student_performance_analysis PublicAnalysis of factors affecting student test scores, including data cleaning, statistical exploration, EDA, regression modeling, and dashboard visualization.
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Insurance_anti_fraud_detection
Insurance_anti_fraud_detection PublicPredicts insurance claim fraud using Random Forest and Decision Tree with feature engineering, handling imbalanced data, and model evaluation using F1-score, recall, precision, and accuracy.
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Automatic_number_plate_recognition
Automatic_number_plate_recognition PublicEnd-to-end pipeline for training YOLOv12 on license plate detection: data preprocessing, YOLO-format conversion, training, validation, visualization, and real-time video inference.
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