Deployment

Docker, Kubernetes, NGINX, REST APIs for model serving

1.

REST APIs

REST architecture, HTTP methods, CRUD operations, and status codes

2.

Docker Quick Reference WIP

Docker container commands and quick reference

3.

NGINX WIP

Reverse proxy and web server for ML deployments

4.

Kubernetes (K8s) WIP

Container orchestration, cluster architecture, and deploying ML models to Kubernetes

5.

Kind (Kubernetes in Docker)

Local Kubernetes clusters with Kind for development and testing

6.

Helm WIP

The package manager for Kubernetes to define, install, and upgrade complex applications

7.

ArgoCD WIP

Declarative, GitOps continuous delivery tool for Kubernetes