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The project was focused on improving the models used in the process of real estate property price valuation.
End-to-end Machine Learning pipeline based on demographic data with data exploration and preparation, feature engineering, model training and deploying on AWS cloud.
Challenges (at least two)
Achievements (according to KPIs)
Future project development
As the valuation of real estate depends on macroeconomic indicators, the next step is to include them in the model. It will significantly improve the model.