SageMaker Feature Store

Feature Stores for Machine Learning: Feast, Tecton, Hopsworks, and Building the Serving Layer Your ML Models Actually Need

Feature stores solve the hardest production ML problem: consistent, low-latency feature serving across training and inference. Here's what they actually do, when you need one, and how the leading options compare.