In this program
- Train/validation/test splits
- Feature engineering and encoding
- Handling missing values
- Outliers
- Dimensionality reduction: PCA for mining
- Class imbalance strategies
Data preparation
Dimensionality reduction: PCA for mining
Data mining · STEM / applied
Topic
Dimensionality reduction: PCA for mining
Undergraduate Data mining — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).