AI Agent Skills

Machine Learning In Production (MLOps)

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

Free MLOps course from DataTalks.Club

🛠 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.

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…

Designing end-to-end weekly stock report generation using LSTM and Agentic AI. Deploying on AWS with MLOps practices.

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

Blackdagger is a DAG based automation tool specifically used in DevOps, DevSecOps, MLOps, MLSecOps, and Continuous Red Teaming (CART).