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


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Modern threat detection teams face a critical challenge: developing, implementing, and maintaining effective detection rules efficiently and strategically amid a rapidly evolving threat landscape and resource limitations.
Meeting this challenge requires strong collaboration across analysts, engineers, and intelligence teams; smarter use of contextual data to refine decision-making; and structured, code-driven approaches that bring consistency and automation to detection workflows. By combining threat-informed design, continuous validation, and risk-based alerting, teams can reduce noise, enhance visibility, and ensure detections remain relevant as their environments evolve.
Join SANS Senior Instructor Erik Van Buggenhout, Splunk’s Director of Product Management Tim Nary, and NVISO Detection Engineering SME Stamatis Chatzimangou on February 25, 2026, at 1:00 PM ET as they explore effective detection engineering.
The webcast also highlights where the field still struggles: detection maintenance, performance analytics, and risk-based alerting. A focus area will be how emerging technologies like AI can assist practitioners without replacing their expertise. The outcome: a clear, practical understanding of how to evolve detection operations from reactive and fragmented to proactive, measurable, and sustainable.


NVISO co-founder and SANS Senior Instructor, leading cybersecurity education in advanced adversary tactics. Experienced in offensive security with extensive background in penetration testing and ethical hacking across Europe.
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