[Course][Udemy][Gourav Shah] Ultimate DevOps to MLOps Bootcamp - Build ML CI-CD Pipelines [ENG, 2025] : 08. Building Scalable Prod Inference Infrastructure with Kubernetes

Делаю:
2025.****

04. Simplest way to build a 3 Node Kubernetes Cluster with KIND

Инсталляция и создание kubernetes кластера kind

06. Deploying Streamlit Frontent App with Kubernetes

$ kubectl create deployment streamlit --image=webmakaka/streamlit:latest --port=8501

07. Exposing the Streamlit App with Kubernetes NodePort Service

$ kubectl create service nodeport streamlit --tcp=8501 --node-port=30000

08. Creating Deployment Service for the Model wrapped in FastAPI

$ kubectl create deployment model --image=webmakaka/house-price-model:latest --port=8000

$ kubectl create service nodeport model --tcp=8000 --node-port=30100

// OK!
http://localhost:30100/docs
http://localhost:30000