Credit Card Fraud Detection
ML pipeline for fraud detection with SMOTE-style balancing notes, ROC/AUC evaluation, and a Flask prediction API.
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Product Review Sentiment Analysis
Sentiment classification on product reviews with preprocessing, TF-IDF or embeddings, and visualization of class distribution.
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Student Performance Predictor
Regression/classification model predicting student outcomes from attendance, study hours, and prior scores.
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House Price Prediction
Predict house prices using location, size, and amenity features with error metrics and residual plots.
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Customer Churn Prediction
Classify likely churn customers and highlight top contributing features for retention strategy discussions.
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