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1. FYP2k21_HOME FYP2k21_HOME Public

   Adaptive Particle Swarm Optimization for Feature Selection (JLOPSO I) This project presents JLOPSO I (Jump Local Optima Particle Swarm Optimization I)—an advanced metaheuristic algorithm designed …

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2. airline-insight-engine airline-insight-engine Public

   A Tale of Soaring Profits: End-to-end airline analytics project using advanced statistical modeling, NLP sentiment scoring, and multivariate analysis to uncover high-impact business levers. Feature…

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3. Home-Credit-Loan-Default-Risk-Analysis Home-Credit-Loan-Default-Risk-Analysis Public

   Analytical case study using Chi-square tests and logistic regression to identify key drivers of loan default across 307,511 applications. The project ranks risk factors by impact and proposes tiere…

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4. Superstore-Dataset-Analysis Superstore-Dataset-Analysis Public

   Analytical workflow for Superstore Business Insights: identifies key profitability drivers via statistical tests and quantile regression. Includes data cleaning, hypothesis testing, model checks, a…

   Jupyter Notebook 1

5. Used-Car-Price-Prediction Used-Car-Price-Prediction Public

   Machine learning pipeline for predicting used car prices using Kaggle’s Playground S4E9 dataset. Includes data cleaning, EDA, feature engineering, statistical analysis, and advanced regression mode…

   Jupyter Notebook

6. Customer-Segmentation-and-Churn-Analysis-in-Tableau Customer-Segmentation-and-Churn-Analysis-in-Tableau Public

   A Tableau-based workflow for customer segmentation and churn analysis using rule-based clustering, visualizations, insights, and retention strategies to reduce customer attrition in telecom.