소개
The Feature Engineering Toolkit skill empowers Claude to act as an expert data scientist, streamlining the complex process of preparing raw data for machine learning. It automates critical tasks such as generating interaction terms, selecting high-impact variables through importance scoring, and applying essential transformations like scaling and encoding. By bridging the gap between raw data and optimized model inputs, this skill helps developers improve model accuracy and reduce computational complexity while ensuring rigorous best practices like data validation and normalization are maintained throughout the pipeline.
