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Predicting house prices: build predictive models for price using input features (sqft, # bedrooms and bathrooms etc.)

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tukichen/UW-Machine-Learning-Linear-Regression

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UW-Machine-Learning-Linear-Regression

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.

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Predicting house prices: build predictive models for price using input features (sqft, # bedrooms and bathrooms etc.)

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