feature-selection-engineering

There are 0 repository under feature-selection-engineering topic.

/ DataZenixSolutions_DataAnalytics-Project3
🔸 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.
categorical-encoding handling-missing-values machine-learning outliers programming-tools regression-models train-test-split data-analysis-preparation feature-selection-engineering numerical-categorical-variables visualization-insights histograms scatter-plots residual-plots visuals
Language:Jupyter Notebook 1
/ DataZenixSolutions_DataAnalytics-Project3
📊 Build a predictive model to estimate house prices using Linear Regression, transforming raw data into actionable business insights.
categorical-encoding data-analysis-preparation feature-selection-engineering handling-missing-values histograms machine-learning numerical-categorical-variables outliers programming-tools regression-models residual-plots scatter-plots train-test-split visualization-insights visuals
Language:Jupyter Notebook