ML Technologies

Question 1

GitOps

Answer 1

Operational framework
Automates the process of provisioning infra
- Use repo for infra config
- Use merge requests
- CI/CD

Question 2

ML Serving

Answer 2

KFServing TFServing

Question 3

Feature Store

Answer 3

Designed to store and serve feature values

Ideally, also has the capabilities to define, test, orchestrate, monitor, and manage features.