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1. California-Housing-Prediction-Models California-Housing-Prediction-Models Public

   This model utilizes OLS to architect a robust MLR framework. By minimizing the SSR, it establishes a mathematically rigorous baseline for predicting California home values. It quantifies the specif…

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2. Used-Cars-regression-prediction-models Used-Cars-regression-prediction-models Public

   Used Cars Regression Prediction Models is a machine learning project that predicts car prices using real-world data. It includes data cleaning, EDA, feature engineering, and regression models like …

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3. WineQT-classification WineQT-classification Public

   Wine Quality Classification project exploring LDA, QDA, Logistic Regression, and KNN with feature engineering. Progression shows class overlap as key challenge. Best performance achieved with KNN +…

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4. Breast-Cancer-diagnosis Breast-Cancer-diagnosis Public

   Breast cancer classification project using EDA, feature engineering, and model comparison. Reduced data to size and shape features, achieving 99% accuracy with Logistic Regression. Demonstrates str…

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5. Credit_Card_Fraud_Classification- Credit_Card_Fraud_Classification- Public

   Credit Card Fraud Classification is a machine learning project focused on detecting fraudulent credit card transactions using classification algorithms. The project includes data preprocessing, exp…

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6. hotel-booking-system hotel-booking-system Public

   A Hotel Booking System is a data-driven platform that streamlines hotel reservations, customer management, room allocation, and booking operations. It helps analyze customer behavior, cancellations…

   Jupyter Notebook