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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

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