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


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Contact UsSANS is here to support Caterpillar confront emerging threats and strengthen cyber resilience

Explore this interactive training cybersecurity roadmap to find the right cybersecurity courses and cybersecurity certifications for your immediate cybersecurity skill development and for your long-term career goals. More than 80 courses deliver critical skills in the cyber defense operations, digital forensics, cloud security, offensive cyber operations, industrial control systems, and leadership practice areas of cybersecurity.
1. BASELINE SKILLS
2. FOCUS JOB ROLES
3. CRUCIAL SKILLS, SPECIALIZED ROLES
Prevent, Defend, Maintain
4 Courses
Intrusion, Detection, Monitoring Over Time
2 Courses
Harden Specific Defenses
10 Courses
Penetration Testing, Offensive Security
3 Courses
Focused Offensive Techniques
13 Courses
Host & Network Forensics
6 Courses
Specialized Investigative Skills
8 Courses
Design, Secure, Prevent, Defend & Detect
10 Courses
Defend Critical Infrastructure
6 Courses
Managing Technical Security Operations
5 Courses
Leadership Specializations
7 Courses
SANS DFIR Europe Summit and Training 2026 delivers cutting-edge, hands-on cybersecurity training led by top digital forensics and incident response experts. Join us live in beautiful Prague or attend virtually from anywhere.







Grounded in current SANS research and frontline operational experience, this one-hour session brings together Tim Conway, Robert M. Lee, Jason D. Christopher, and Dean Parsons to deliver leadership-level guidance for practitioners and executives.

Join SANS Cyber Leaders London 2026 to connect with industry peers, explore emerging cyber risks, and gain practical leadership insights to strengthen strategy, resilience, and decision-making in today’s fast-moving threat landscape.




Join us for this expert-led webcast to explore how to implement and evolve a Defense-in-Depth (DiD) strategy tailored to your organization’s risk profile, infrastructure, and cloud environment.
