machine learning for sysadmins

Roundup of the best AI courses for sysadmins, from beginner ML and Python to MLOps, automation, and cloud AI on AWS, Azure, and GCP. Compares costs, time, prerequisites, and hands-on labs. Highlights tracks for monitoring, incident response, security, and Ansible. Offers learning paths and certification picks, plus tips to apply models, build pipelines, and automate routine ops.