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


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Security Architects are responsible for designing, implementing, and maintaining the security of SAP systems. They ensure systems are protected against threats and aligned with organizational goals by developing and enforcing policies, conducting risk assessments, and collaborating with teams to integrate security throughout the SAP lifecycle.
Security Architects must combine fundamental knowledge, hands-on architecture skills, and advanced design principles to secure complex SAP environments. This roadmap progresses from core security foundations (T1) through threat modeling and design (T2–T3) into enterprise defense-in-depth and advanced system security (T4–T5).
Course: SEC275 / SEC401. Aligned TKSs: 101 Security Fundamentals, K1111 Application Security Design Principles (introductory), T1327 Update Security Documentation (basic exposure)


Course: SEC530. Aligned TKSs: S0350 Design Access Control Solutions, S0853 Cybersecurity Architecture Analysis, T0122 Implement Security Designs for New or Existing Systems, T1148 Develop Systems Security Design Documentation

Course: SEC549. Aligned TKSs: K1274 Threat Modeling Tools & Techniques, S0588 Skill in Threat Modeling, T0271 Develop Cybersecurity Designs to Meet Operational Needs, T1320 Conduct Threat Modeling, T1365 Document Cybersecurity Design & Development Activities

Course: LDR419. Aligned TKSs: T1151 Develop Cybersecurity Designs for Multilevel Security Requirements, T1152 Develop Cybersecurity Designs for Multiple Data Classifications, T1153 Integrate Cybersecurity Designs for Systems & Networks, T1426 Determine Cybersecurity Design & Architecture Effectiveness

Course: SEC560. Aligned TKSs: T1402 Implement Defense-in-Depth Strategies, T1018 Identify In-Process Accounting Requirements for COMSEC, K1111 / K1274 (mentor-level guidance on design & threat modeling), T1327 Update Security Documentation (executive refinement)
