Describe and apply a governance framework to AI training and inference data.
AI for Business Institute · Course
D7 · Data Governance & Risk
Whether data is governed and AI-specific risk, security and agent authority are controlled.
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Time4 hours
Structure5 modules · 5 lessons
Why this course
Learn what good looks like, then practise how to apply it.
A focused Framework v2.0 course covering all five D7 criteria. Learn the operating standard, recognise credible evidence and apply each capability to a real AI initiative.
Capabilities
What you'll be able to do
Assess whether data is representative, current and fit for the intended AI use.
Apply data protection law and residency requirements to AI systems.
Identify and mitigate threats specific to AI systems.
Run a risk process covering AI, including limits on autonomous action.
Curriculum
A deliberate journey from context to capability.
D7.1 · Data governance framework covering AI data
Describe and apply a governance framework to AI training and inference data.
D7.2 · Data quality and fitness for purpose
Assess whether data is representative, current and fit for the intended AI use.
D7.3 · Privacy, sensitive data and residency
Apply data protection law and residency requirements to AI systems.
D7.4 · AI-specific security
Identify and mitigate threats specific to AI systems.
D7.5 · AI risk management, agent authority and incident response
Run a risk process covering AI, including limits on autonomous action.
Ready when you are