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RidhimaGupta4 / UK-Property-Price-Predictor

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ML model predicting UK house prices using Land Registry data, ONS HPI, Ofsted school ratings & EPC ratings. Gradient Boosting achieves R²=0.987, MAPE=5.83%. Interactive dashboard + Python + scikit-learn + SQL.

python data-science machine-learning sql random-forest scikit-learn geospatial property pandas xgboost land-registry feature-engineering predictive-modeling uk epc gradient-boosting portfolio-project house-prices ons-data ofsted
  • Updated May 9, 2026
  • Python

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