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Case Study: House Prices Prediction using Advanced Regression

Understand hyper-parameter optimization and learning curve evaluation to improve regression models for predicting house prices. Learn methods to address overfitting and underfitting while applying these concepts in a real Kaggle competition for practical data science experience.

Hyper-Parameter Optimization

Choosing the optimal value of hyper-parameters, like below involves investigations:

  • Learning rate α\alpha.
  • Regularization Parameter
...