Case Study: House Prices Prediction Using Advanced Regression
Explore advanced regression techniques for predicting house prices by tuning hyperparameters, evaluating models with learning curves, and managing overfitting or underfitting. Apply these concepts through a Kaggle competition to build and submit a predictive model.
Hyper-parameter optimization
Choosing the optimal value of hyperparameters, like below, involves investigations:
- Learning rate