Term tag: DevOps

Machine Learning Operations (MLOps)

Why shipping a model is not like shipping software: the artifact has three inputs — code, data and trained weights — and only one of them lives in git.

Model Deployment

What has to happen between a model that trains well and users calling it: replica sizing, latency budgets, cold starts, and the rollback nobody built.