AI Agent Skills

Build MLOps Pipelines in Minutes

CDF SIG MLOps

MLOps using Azure ML Services and Azure DevOps

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

Prepare a project for public collaboration — license, code of conduct, docs, branch rulesets, templates, and git-cliff releases. Use when open-sourcing a repository, onb…

Convert notebook prototypes into a distributable Python package with a src layout, a domain/io/application split, and validated OmegaConf plus Pydantic configuration. Us…

Add the validation layers that gate a merge — ty typing, Ruff linting, pytest coverage, structured logging, and the trivy, pip-audit, and gitleaks scans. Use when harden…

A comprehensive resource hub for mastering web development, covering everything from fundamental concepts to advanced topics and project-based learning. This also includ…

A series of Terraform based recipes to provision popular MLOps stacks on the cloud.