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


Kick off your SANS Security Central 2026 experience at the Welcome Reception. Be part of this kickoff event and join the industry’s most powerful gathering of cybersecurity professionals. Share stories, make connections, and learn how to make the most of your week in New Orleans, LA. Come join your instructors and fellow students for a fun, relaxed evening. Beverages (adult and otherwise) and small bites will be included.
Join us for an engaging pre-keynote reception as we set the stage for an insightful session with SANS Senior Instructor Christopher Crowley. Before we dive into the world of AI- and ML-enhanced SOC detection engineering, this gathering offers an opportunity to connect with peers, exchange perspectives, and reflect on how emerging technologies are reshaping modern defense strategies. Enjoy light refreshments, network with fellow practitioners, and prepare for a keynote that bridges cutting-edge technology with practical defense wisdom.
Discover how to effectively incorporate AI and machine learning into your SOC detection engineering workflows.
SANS Senior Instructor, Christopher, Crowley, will break down practical approaches to staffing, process design, and technology integration that help teams move from theory to operational impact.
Learn how to “shape and make” AI/ML enhanced detections that strengthen your defensive posture. And stick around for a surprise bonus: a Hurricane Katrina history quiz that ties past lessons to modern resilience!
Registration: All students who register for a 4–6 day course will be eligible to play NetWars for free. Registration for this event will be through your SANS Account Dashboard the week of the event.
About Core NetWars: The most comprehensive of the NetWars ranges, this ultimate multi-disciplinary cyber range powers up the most diverse cyber skills. This range is ideal for advancing your cybersecurity prowess in today's dynamic threat landscape. The winning team and the top five solo players from every Core NetWars tournament throughout the year are offered a chance to compete in the annual SANS Core NetWars Tournament of Champions.
Registration: All students who register for a 4–6 day course will be eligible to play NetWars for free. Registration for this event will be through your SANS Account Dashboard the week of the event.
About Core NetWars: The most comprehensive of the NetWars ranges, this ultimate multi-disciplinary cyber range powers up the most diverse cyber skills. This range is ideal for advancing your cybersecurity prowess in today's dynamic threat landscape. The winning team and the top five solo players from every Core NetWars tournament throughout the year are offered a chance to compete in the annual SANS Core NetWars Tournament of Champions.