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


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The Risk Management function within the SAP GRC suite is responsible for identifying, assessing, and mitigating risks that could impact an organization’s operations, financial performance, and reputation. Risk managers evaluate threats and vulnerabilities, apply risk scoring frameworks, and align mitigation strategies with business goals to ensure resilience and compliance.
Risk Management professionals must evolve from understanding basic security frameworks (T1) to applying risk scoring and mitigation practices (T2–T3), and ultimately into strategic alignment of risk with business outcomes and enterprise-wide oversight (T4–T5). The following roadmap provides that growth path.
Course: SEC275 / SEC401. Aligned TKSs: 101 Security Fundamentals, K0620 Knowledge of Security Frameworks (introductory), K0676 Knowledge of Cybersecurity Laws & Regulations (awareness), K0677 Knowledge of Cybersecurity Policies & Procedures


Course: SEC566. Aligned TKSs: K1023 Knowledge of Risk Scoring Frameworks, K1031 Knowledge of Risk Mitigation Tools & Techniques, T1160 Develop Risk Mitigation Strategies, T1164 Develop Risk Mitigation Strategies for Systems & Applications

Course: LDR514. Aligned TKSs: K1209 Knowledge of Risk Mitigation Principles & Practices, S0302 Evaluate Cyber Risk Posture, T1302 Oversee Vulnerability Management, T1603 Recommend Threat & Vulnerability Risk Mitigation Strategies

Course: LDR519. Aligned TKSs: T1301 Align Security to Business Goals, T1304 Manage Security Metrics & KPIs, T1976 Recommend Risk Mitigation Courses of Action (CoA), K0620 Knowledge of Security Frameworks (enterprise application)

Course: LDR516. Aligned TKSs: T1160 / T1164 Risk Mitigation Strategies (executive refinement), T1301 Align Security to Business Goals (strategic/mentor level), T1976 Recommend Risk Mitigation CoAs (mentor-level influence)
