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feature-selection-engineering

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Abdullah321Umar / DataZenixSolutions_DataAnalytics-Project3

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🔸 Predicting House Prices with Linear Regression 🔸 This project predicts house prices using Linear Regression based on key features like square footage, bedrooms, bathrooms, lot size, and neighborhood quality. Built with Python, Pandas, NumPy, Scikit-learn, Matplotlib, and Seaborn for data analysis and visualization.

machine-learning outliers visuals histograms regression-models scatter-plots programming-tools train-test-split categorical-encoding handling-missing-values data-analysis-preparation feature-selection-engineering numerical-categorical-variables visualization-insights residual-plots
  • Updated Sep 3, 2025
  • Jupyter Notebook

MaickCrack / DataZenixSolutions_DataAnalytics-Project3

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📊 Build a predictive model to estimate house prices using Linear Regression, transforming raw data into actionable business insights.

machine-learning outliers visuals histograms regression-models scatter-plots programming-tools train-test-split categorical-encoding handling-missing-values data-analysis-preparation feature-selection-engineering numerical-categorical-variables visualization-insights residual-plots
  • Updated Sep 6, 2025
  • Jupyter Notebook

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