Project: Predicting house prices: build predictive models for price using input features (sqft, # bedrooms and bathrooms,...).
- Build regression models (linear, ridge, lasso, kNN, SVM)
- Feature selection, model optimization and selection using CV, Assess impact of outliers.
- Implement optimization algorithms that scale to large datasets.