Feature Store

• Feature Store

Provide data teams with the ability to create new features, explore and reuse existing ones, publish features to low-latency online stores, build training data sets and retrieve feature values for batch inference.

• I do not see many benefits in it except for the option of tracking which notebook generated which feature. It should also be more easily integrated with MlFlow ( src). Additionally, it has nice UI. In background it is build on top of delta tables.