Prepare
Due: September 12, 2024
prepare
Learning objectives
- Identify the importance of preparing predictors for a machine learning model
- Distinguish between data preprocessing and feature engineering
- Implement data preprocessing steps using the {recipes} package
- Identify common methods for encoding categorical predictors
- Define and implement feature hashing for categorical predictors with a large number of levels