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 .
- Regularization Parameter