Feature Stores: A Key Enabler for Feature Reusability and Availability Across Machine Learning Pipelines

초록

This article presents a technical analysis of the feature store (FS) from the perspective of machine learning (ML) model development and highlights its potential benefits. We propose key considerations in developing a workable and efficient FS for ML pipelines.