Definition #
Transforming raw data into meaningful inputs for AI systems.
Key Characteristics #
- Dimensionality reduction
- Domain knowledge integration
- Normalization
Examples #
- One-hot encoding
- PCA (Principal Component Analysis)
FAQs #
Q: Can automated tools replace manual feature engineering?
A: Partially—tools like AutoML assist, but domain expertise remains critical.