huzaifsayed/Linear-Regression-Model-for-House-Price-Prediction
Linear Regression Model for Real State House Price Prediction
Implements full ML pipeline including exploratory data analysis, train-test splitting, and model evaluation on a 5000-row dataset with seven features (income, age, rooms, bedrooms, population, price, address). Uses scikit-learn's linear regression to estimate house prices based on aggregated neighborhood demographics and property characteristics. Demonstrates end-to-end workflow from data preprocessing through predictions on unseen test data.
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Jun 09, 2023
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