About
This skill empowers Claude to act as a specialized data scientist by leveraging the feature-engineering-toolkit to refine datasets for machine learning. It streamlines the complex process of generating interaction terms, selecting the most predictive variables through statistical methods, and performing essential transformations like scaling and encoding. Whether you are looking to boost model accuracy for complex predictions or reduce computational overhead by trimming redundant data, this skill provides the automated Python logic and performance insights necessary to build production-ready ML pipelines.
