Given 80 explanatory variables, predict the values of 1459 residential homes in Ames, Iowa. More information about the data and project can be found at House Prices Kaggle competition
- Data pre-processing
- Feature engineering
- Predict house prices with ML algorithms:
- Random forest
- Ridge regression
- Correlation analysis