AI Agent Skills

Machine Learning In Production (MLOps)

Build MLOps Pipelines in Minutes

CDF SIG MLOps

MLOps tutorial using Python, Docker and Kubernetes.

MLOps using Azure ML Services and Azure DevOps

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

MLOps for DevOps Engineers - A hands-on, project-based guide to Machine Learning Operations

Free MLOps course from DataTalks.Club

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

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

prsdm/mlops-project is a high-star GitHub project relevant to AI agent workflows.

Azure MLOps

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

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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…