Containerization and Orchestration for LLMOps Engineers: A Beginner's Guide to Docker and Kubernetes

Master the essentials of Docker and Kubernetes to efficiently deploy, scale, and manage Large Language Models in production environments.

Containerizing LLM Applications with Docker

Unit 1: Introduction to Containerization

Unit 2: Building Docker Images for LLMs

Unit 3: Managing and Sharing Containers

Orchestrating LLM Deployments with Kubernetes

Unit 1: Kubernetes Fundamentals for LLMs

Unit 2: Deploying LLMs with Kubernetes Objects

Unit 3: Managing and Monitoring LLM Deployments