SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


Experience SANS training through course previews.
Learn MoreLet us help.
Contact usBecome a member for instant access to our free resources.
Sign UpWe're here to help.
Contact Us
This session covers how agentic AI differs from chat-based AI and how cloud security teams can apply it to their workflows. Attendees will learn the four building blocks of GitHub Copilot CLI —skills, agents, sessions, and instructions — and how each maps to security operations. Two demonstrations show the concepts in practice: building a Terraform tag compliance skill from scratch, and using a multi-skill agent to research CIS S3 benchmark controls, generate compliant and non-compliant infrastructure, and validate detection coverage. The session assumes no prior AI tooling experience.
This webinar supports concepts from the SANS Cloud Security Curriculum. To learn more, explore upcoming course runs, and access free tools and other leadership content, CLICK HERE


Shaun McCullough spent 20+ years at the NSA working in cyber operations as a software engineer and technical director of Blue, Red, and Hunt teams. He is currently a staff level Cloud Security Engineer at GitHub.
Read more about Shaun McCullough