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
The SANS Fall Cyber Solutions Fest 2026 SOC Track brings together frontline defenders, analysts, engineers, and SOC leaders to dissect the evolving threat landscape and the technologies reshaping modern security operations. With adversaries advancing faster than ever, this track delivers deep technical sessions focused on detection engineering, advanced analytics, automation, AI-enhanced triage, and next-generation SOC architectures designed for hybrid and cloud-native environments. Attendees will learn practical methods to reduce alert fatigue, enhance threat visibility, and accelerate response—rooted in real-world case studies from industry experts.
Through hands-on demonstrations, expert-driven briefings, and collaborative discussions, participants will explore tools, frameworks, and operational best practices that drive measurable SOC maturity. Whether your team is improving existing workflows or architecting a future-state SOC, this track equips security professionals with actionable strategies to operationalize intelligence, leverage automation responsibly, and build a resilient, adaptive detection and response capability. Join us to strengthen your SOC’s effectiveness and prepare for the challenges of tomorrow’s cyber landscape.


Christopher Crowley, a SANS Senior Instructor, has 25 years of industry experience managing and securing networks. He has authored numerous courses and is considered a leading expert in building an effective SOC.
Read more about Christopher Crowley