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1. Customer-Segmentation Customer-Segmentation Public

   This project delves into the analysis of transactional data from a UK-based online gift retailer. Using data cleaning, RFM (Recency, Frequency, Monetary) analysis, and K-Means clustering, I aim to …

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2. DiabesityDetect DiabesityDetect Public

   This project used machine learning to predict diabetes from the NIDDK dataset. After exploring the data, Logistic Regression and Support Vector Machines proved most effective, underlining data anal…

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3. mortgage-loan-prediction-model mortgage-loan-prediction-model Public

   This capstone project provides actionable insights into mortgage-backed securities, geographic business investments, and real estate analysis for a banking institution. The main goal is to predict …

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4. NBA-Draft-Prediction-Machine-Learning NBA-Draft-Prediction-Machine-Learning Public

   This project predicts NBA draft outcomes using machine learning on player metrics. It involves data processing and models like logistic regression, decision trees, random forests, SVM, KNN, gradien…

5. telco-customer-churn-analysis telco-customer-churn-analysis Public

   Complete telco customer churn analysis project with ROI-driven approach generating 249.4% return

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6. fraud-detection-system fraud-detection-system Public

   🚀 Advanced ML fraud detection system achieving 94% accuracy with .9M annual ROI. Real-time processing, comprehensive business analysis, and enterprise-grade architecture.

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