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

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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Compliance Advisor

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SAP

Role Description 

Compliance Advisors help organizations align security, privacy, and compliance strategy with their business objectives. They act as trusted partners for customers, guiding strategy, roadmaps, and execution of compliance-related initiatives. By interpreting and applying standards, regulations, and policies, they ensure organizations remain both secure and compliant while supporting growth.

BLUF 

Compliance Advisors must combine foundational security knowledge, regulatory awareness, governance skills, and communication expertise. The courses below provide a structured pathway from beginner-level security understanding to advanced compliance leadership. This roadmap ensures advisors can effectively interpret requirements, evaluate posture, and shape compliance strategy at every career stage.

Development Roadmap with TKS Alignment

T1 – Novice (Foundations)

Course: SEC301. Aligned TKSs: 101 Security Foundations, K0620 Security & GRC Frameworks (introductory), K0705 Knowledge of Policy Development (basic awareness)

SEC301: Introduction to Cyber Security

MAJOR UPDATES
AI SKILLS
Beginner
SEC301Cyber Defense
SEC673: Advanced Information Security Automation with Python
  • GIAC Information Security Fundamentals (GISF)
  • 5 Days (Instructor-Led)
  • 30 CPEs / 30 Hours (Self-Paced)
  • Labs: 14 Hands-On Labs

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T2 – Practitioner (Applied Knowledge)

Course: LDR433. Aligned TKSs: K0635 Knowledge of Compliance Requirements, K0676 Knowledge of Cybersecurity Laws & Regulations, S0023 Skill in Presenting Technical Information to Non-Technical Audiences, T1069 Evaluate Organizational Cybersecurity Policy Regulatory Compliance (applied)

LDR433: Managing Human Risk

Beginner
LDR433Cybersecurity Leadership
LDR433: Managing Human Risk
  • SANS Security Awareness Professional (SSAP)
  • 3 Days (Instructor-Led)
  • 18 CPEs / 18 Hours (Self-Paced)
  • Labs: 6 Hands-On Labs

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T3 – Advanced (Specialized Knowledge)

Course: LDR514. Aligned TKSs: K0087 Knowledge of Audit Standards & Frameworks, K0703 Knowledge of Audit Principles, K0799 Knowledge of Project Management Principles, T1450 Interpret Regulatory Requirements

LDR514: Security Strategic Planning, Policy, and Leadership

Advanced
LDR514Cybersecurity Leadership
LDR514: Security Strategic Planning, Policy, and Leadership
  • GIAC Strategic Planning, Policy, and Leadership (GSTRT)
  • 5 Days (Instructor-Led)
  • 30 CPEs / 30 Hours (Self-Paced)
  • Labs: 32 Hands-On Labs

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T4 – Expert (Business Integration)

Course: LDR516. Aligned TKSs: K0675 Knowledge of Risk Management Processes K0620 Knowledge of Security & GRC Frameworks (applied at enterprise level), T1452 Develop Compliance Strategy, T1453 Monitor Compliance Posture

LDR516: Strategic Vulnerability and Threat Management

MAJOR UPDATES
Advanced
LDR516Cybersecurity Leadership
LDR516: Building and Leading Vulnerability Management Programs
  • 5 Days (Instructor-Led)
  • 30 CPEs / 30 Hours (Self-Paced)
  • Labs: 21 Hands-On Labs

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T5 – Expert / Mentor (Executive Influence & Integration)

Course(s): SEC566, FOR509. Aligned TKSs: K0676 Knowledge of Cybersecurity Laws & Regulations (executive level application), T1069 Evaluate Organizational Policy Compliance (strategic influence), T1452 / T1453 Compliance Strategy & Monitoring (mentor-level oversight)

  • Slide 1 of 2

    SEC566: Implementing and Auditing CIS Controls

    MAJOR UPDATES
    AI SKILLS
    Intermediate
    SEC566Cybersecurity Leadership
    SEC566: Implementing and Auditing CIS Controls
    • GIAC Critical Controls Certification (GCCC)
    • 5 Days (Instructor-Led)
    • 30 CPEs / 30 Hours (Self-Paced)
    • Labs: 23 Hands-On Labs

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  • Slide 2 of 2

    FOR509: Enterprise Cloud Forensics and Incident Response

    MAJOR UPDATES
    Intermediate
    FOR509Digital Forensics and Incident Response
    FOR509: Enterprise Cloud Forensics and Incident Response
    • GIAC Cloud Forensics Responder (GCFR)
    • 6 Days (Instructor-Led)
    • 36 CPEs / 36 Hours (Self-Paced)
    • Labs: 23 Hands-On Labs

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