feature engineering and feature stores
Parent: data analysis · researched 2026-05-30T15:33:11.286Z· 15 sources · 9 concepts · skill da-17-feature-engineering-and-feature-stores
Children
- numerical transforms Box-Cox Yeo-Johnson (frontier)
- categorical encoding target encoding (frontier)
- datetime cyclical features (frontier)
- automated feature engineering Featuretools AutoFeat OpenFE (frontier)
- feature stores Feast Tecton Hopsworks Databricks Vertex SageMaker (frontier)
- point-in-time correctness (frontier)
- train-serve consistency (frontier)
- online feature serving (frontier)
- feature monitoring drift freshness lineage (frontier)
Frontier under this node: automated feature engineering Featuretools AutoFeat OpenFE, categorical encoding target encoding, datetime cyclical features, feature monitoring drift freshness lineage, feature stores Feast Tecton Hopsworks Databricks Vertex SageMaker, numerical transforms Box-Cox Yeo-Johnson, online feature serving, point-in-time correctness, train-serve consistency