Feature Stores will revolutionize Enterprise AI(insidebigdata.com)
insidebigdata.com
Feature Stores will revolutionize Enterprise AI
https://insidebigdata.com/2020/12/29/how-feature-stores-will-revolutionize-enterprise-ai/
https://insidebigdata.com/2020/12/29/how-feature-stores-will-revolutionize-enterprise-ai/
If you are not curating your own training data, your AI project will not succeed. A feature store is necessary, but any particular algorithm is optional.
I would say though to give up on "MLOps" and just have "OpsOps"; that is, build the system that breaks a task into decisions and make it possible for people to do it 100% manually, get the AI system to make decisions when it can.