Environment & Prerequisites¶
This section covers the software, tools, and system setup required to follow the workshop exercises. It provides guidance on the environment configuration and dependencies needed for the MLOps workflows, including version control, experiment tracking, container orchestration, and platform-specific setup.
Git Version Control
Learn how to manage your code and collaborate using Git. 👉 Git Cheatsheet
MLflow Setup
Install and configure MLflow for experiment tracking and model registry. 👉 MLflow Installation
RedHat Demo Environment
Guidance on using the provided RedHat demo environment. 👉 RedHat Demo Environment - ToDo
Helm Installation
Set up Helm for managing Kubernetes applications. 👉 Helm Installation