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1. StellarClassification_RandomForest StellarClassification_RandomForest Public

   Stellar Classification using Random Forest Classifier. A high-performance machine learning project classifying Stars, Galaxies, and Quasars from SDSS spectral data. Features advanced EDA with Plotl…

   Jupyter Notebook

2. Loan_Approval_Classification Loan_Approval_Classification Public

   An automated Machine Learning system for predicting loan approval using SVM. It analyzes applicant financial data like income and credit history to assess risk. The project highlights the use of Po…

   Jupyter Notebook

3. Breast-Cancer-Prediction-KNN Breast-Cancer-Prediction-KNN Public

   A Machine Learning model to classify breast cancer tumors using K-Nearest Neighbors (KNN). Includes advanced preprocessing, feature scaling, and dimensionality reduction by removing highly correlat…

   Jupyter Notebook

4. CarPrices_RandomForestRegression CarPrices_RandomForestRegression Public

   A machine learning project for predicting car prices using Random Forest Regression. Includes full preprocessing, feature encoding, EDA, and advanced hyperparameter tuning (manual, randomized, grid…

   Jupyter Notebook

5. Medical-Insurance-Cost-Prediction Medical-Insurance-Cost-Prediction Public

   Predicting medical insurance charges using Multiple Linear Regression enhanced with Lasso feature selection. The workflow included data preprocessing, feature encoding, multicollinearity check (VIF…

   Jupyter Notebook

6. Gender_Classification Gender_Classification Public

   Gender Classification using Support Vector Machine (SVM). A Machine Learning project analyzes facial features to predict gender with 96% accuracy using the RBF Kernel.

   Jupyter Notebook