Principles in software engineering play a critical role in guiding developers toward building high-quality, maintainable, and efficient software systems.
Hot data is the frequently accessed data, while cold data is the one you seldom visit but still need. Separating them is for higher efficiency in computation and storage.
Model Ops is a collection of procedures and equipment for managing and running models that are in use. ML teams deploy each model in production with the DevOps team.
CORE
