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


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Contact UsWhen everyday decisions create cybersecurity risk, your team needs more than awareness training.

Every department makes cybersecurity decisions, whether they realize it or not. From approving vendors and managing identities to responding to urgent requests or handling sensitive data, non-technical professionals routinely make choices that affect organizational risk.
Yet most of those professionals have never learned how digital trust actually works, how it breaks, or how their decisions fit into the bigger picture. Security decisions get deferred, risks go unrecognized, and incidents happen, not from negligence, but from confusion.
The newly updated SEC301: Introduction to Cyber Security was redesigned to address that disconnect. This major update reflects how modern incidents unfold today and equips professionals across the organization with the shared understanding needed to reduce risk before problems escalate.
The numbers tell the story. The 2025 Verizon Data Breach Investigations Report found that 60% of breaches involve a human element—credential misuse, social engineering, or errors. Advanced exploits get the headlines, but most breaches succeed because someone made a decision without understanding the security implications. As cloud services, identity systems, and AI-driven workflows put more power in more hands, those everyday decisions matter more than ever.
Traditional cybersecurity training was built for technical audiences. It assumes familiarity with systems, protocols, and technical architecture. For non-technical professionals expected to support security goals, this creates predictable problems:
Without shared understanding of how digital trust is established and broken, organizations rely too heavily on technical controls and too little on informed judgment across roles.
SEC301 has been nearly completely rewritten to serve professionals who need to understand cybersecurity without becoming technical practitioners.
Rather than teaching tools or configurations, the course builds a mental model: how digital trust is established and broken, how modern attacks unfold across identity and cloud systems, and why the controls your organization uses exist in the first place. Content is presented in plain language, reinforced through realistic scenarios, and deliberately designed to connect technical concepts to business decisions.
The update reflects the current threat landscape—cloud environments, identity-based attacks, AI-influenced social engineering—and explains attacker behavior without requiring technical background.
What you’ll gain:
Most importantly, the course focuses on what non-technical professionals actually need: the reasoning to recognize risk, the language to communicate clearly with security teams, and the confidence to make informed decisions aligned with business goals.
For organizations, SEC301 creates a workforce that recognizes risk before it escalates. When a finance team member spots social engineering red flags in a vendor email, when an HR professional questions an unusual access request, when a project manager evaluates security claims during procurement, these aren't lucky catches. They're the result of a shared mental model that connects decisions to consequences.
For individuals, the course builds practical confidence. Participants leave able to evaluate whether a vendor's security posture is credible, explain to leadership why a control matters without using jargon, and recognize when to escalate a decision to security teams. The clarity to contribute meaningfully to security conversations, regardless of job title, becomes a career advantage as cybersecurity increasingly influences leadership, compliance, and operational decisions across every function.
Cybersecurity is no longer a specialized discipline—it's a shared responsibility across the organization. The updated SEC301 ensures that responsibility isn't a burden, but a capability.
Organizations can't afford teams that defer security decisions out of confusion. SEC301 Introduction to Cyber Security builds the clarity and confidence your workforce needs. Learn more at sans.org/sec301.


Rich Greene, SANS Senior Solutions Engineer and SEC301 author, brings 20+ years of cyber operations and teaching experience to the classroom. With 15+ GIAC certifications and a passion for mentorship, he equips defenders with real-world confidence and skill.
Read more about Rich Greene