AINS graduate course

AINS6302 · AI for Risk Assessment

Specialization pilot · 2026–27

Description

Quantitative risk scoring, scenario analysis, and governance metrics for cyber and operational risk programs.

Course shells on the Castalia LMS are provisioned per license; this link opens the LMS to explore the guest demo or landing experience.

Open Castalia LMS Back to catalog

Buy license Continue on the purchase hub to request a license or institutional quote.

Syllabus outline

  1. Modules 1–2 · Fundamentals

    • Risk matrices
    • Bayesian touches for priors
    • Data limitations

  2. Modules 3–4 · Models

    • Scoring architectures
    • Calibration for decision thresholds
    • Stress tests

  3. Modules 5–6 · Reporting

    • Board-ready narratives
    • Controls mapping
    • Continuous improvement