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

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Contact UsMurugan Neeranjan | Senior Cyber Security Engineer – Cyber Defence, Circles
Nee has been enrolled in the Bachelor’s Degrees in Applied Cybersecurity (BACS) at SANS Technology Institute since May 2024. He has completed 6 SANS courses and earned four GIAC certifications. As a Senior Cyber Security Engineer at Circles, he collaborates with both engineering and business teams to embed security and compliance into modern technologies. His responsibilities span incident response, threat intelligence, vulnerability assessments, and cloud security across various entities. He also contributes to secure architecture design, red and blue teaming efforts, and drives security automation and DevSecOps integration.
It's been really enriching. The content is directly applicable to my day-to-day work, and the depth of each course has pushed me technically. The instructors are top-notch, and I’ve appreciated how practical and hands-on the labs and exercises are. It’s not just theory—you walk away with real-world skills.
I wanted a degree that was closely aligned with the real-world needs of a cybersecurity professional. Traditional degrees often focus on broader theory, but I was looking for something that could make an immediate impact in my role. SANS stood out because of its reputation in the industry and its strong GIAC certifications, which I knew would carry weight.
Absolutely. SEC504: Hacker Tools, Techniques, and Incident Handling significantly sharpened my skills in threat detection and incident response. The course helped me understand attacker tactics, techniques, and procedures (TTPs) in depth, which I’ve applied directly to threat hunting and building high-fidelity detection logic. It’s made me more effective at identifying anomalies, mapping them to frameworks like MITRE ATT&CK, and responding quickly. Since taking the course, I’ve become more involved in threat detection engineering and have taken ownership of several proactive hunting initiatives within the team.
Not directly in terms of a promotion, but the knowledge I’ve gained through the program has definitely allowed me to contribute more effectively to ongoing projects. I’m more confident in areas like threat detection, incident handling, and secure architecture, and that’s helped me take on more technical responsibility within the team and deliver better outcomes.
SEC504 was a good one. It tied together so many areas—attack simulation, response, forensics—and gave me a structured way to approach incidents. I also took this course in person, which made it highly interactive and a great experience overall.
We had an incident involving suspicious behaviour on a cloud workload. My training from SEC504 helped me quickly triage the event, pull volatile memory, and map TTPs to MITRE ATT&CK. That allowed us to rule out a false positive and fine-tune detection rules in our security information and event management (SIEM) tool. The structured approach I learned in class made a big difference.
The quality of instruction and the immediate applicability of the content. There’s no filler—everything taught has a direct use case. The instructors are industry practitioners, not just academics, which helps bridge that gap between theory and practice. Also, the GIAC certifications really ensure you internalize the material deeply.
Yes, without hesitation. If you're already working in cybersecurity and want a degree that enhances your impact at work, this is the program. It’s not just about getting a degree—it’s about levelling up in areas that matter, like digital forensics and incident response (DFIR), offensive security, cloud, and automation.
I’m looking forward to SEC588: Cloud Penetration Testing. Cloud environments are a big part of our infrastructure, so diving deeper into cloud-native attacks and forensic techniques will help me better defend and respond to real-world threats in those environments.