Deploying Your Model Service

Day 83 of 100 Days of MLOps. Time to put your model on Kubernetes for real. Today you take the FastAPI house-price API, wrap it in a proper Deployment manifest, and walk the full path to production: from a Docker image in a registry, to applying the manifest, to three pods serving the model. You'll validate the manifest against the real Kubernetes schemas and learn the kubectl workflow — apply, get pods, logs, port-forward — that takes your model from 'a container on my laptop' to 'a managed workload on a cluster.' Runs 100% locally on any OS.