Do you Need a Feature Store?
From simple to advanced
A feature store is a central place where you get your (transformed) training and prediction data from. But do you need this? Why would you invest (engineering effort) in a feature store?1 All engineering is making trade offs, a feature store is an abstraction that can lead to more consistency between teams and between projects. A feature store is not useful for a single data scientist for a single project. It becomes useful when you do multiple projects, with multiple teams. [Read More]