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Course Outline
Comprehending AI and Machine Learning
- Defining AI and understanding its scope
- Machine Learning as a component of AI
- Varieties of AI: weak, strong, generative, supervised, and unsupervised
AI Application Across the Enterprise
- Identifying where AI/ML is currently integrated into business functions
- Roles in automation, decision support, customer service, and analytics
- Practical use cases in HR, finance, operations, and compliance
Typical Governance Obstacles
- Potential conflicts with Data Protection Principles
- Ensuring lawfulness, fairness, and transparency in automated decisions
- Addressing accuracy, data minimization, and storage constraints
Core Principles of Information and Data Management
- Managing information and records in AI scenarios
- The critical role of metadata and audit trails
- Ensuring data quality and integrity for training datasets
Strategies for Information Governance Issues
- Designing governance controls for AI/ML workflows
- Implementing human oversight and explainability
- Establishing cross-functional governance teams
Performing DPIAs for AI/ML
- Legal obligations and the purpose of DPIAs
- Procedures for evaluating proposed AI/ML implementations
- Recording risk assessments, mitigations, and justifications
Governance Frameworks and Risk Oversight
- Introduction to AI-specific governance frameworks
- Perspectives from ISO, NIST, ICO, and OECD
- Maintaining risk registers and policy documentation
Culture, Integration, and Associated Frameworks
- Fostering a culture of responsible AI utilization
- Connecting AI governance with cybersecurity, ethics, and ESG policies
- Continuous improvement and monitoring practices
Recap and Future Directions
Requirements
- A solid grasp of organizational information governance policies
- Knowledge of data protection or privacy regulatory requirements
- Basic familiarity with AI or machine learning concepts is advantageous
Target Audience
- Information governance specialists
- Data protection officers and compliance managers
- Leaders in digital transformation or IT governance
7 Hours