chapter 46
model serving, ci/cd, and mlops
serving a model means handling inputs, versions, routes, batch jobs, ci gates, rollback, and production failures deliberately.
coming soon
This chapter is planned, but its lessons are not launch-ready yet. The current public course ends at the authored chapters; this path will open when the lessons are real.
lessons in this chapter
- fastapi inference shape
- batch vs realtime serving
- docker runtime and config shape
- github actions validation gates
- continuous training and rollout
- mission: fastapi model server