Get in Touch

Course Outline

Foundations of AI and Machine Learning

  • Defining AI and its scope
  • Machine Learning as a component of AI
  • Variations of AI: weak, strong, generative, supervised, and unsupervised

AI Integration Across the Business

  • Current AI/ML presence within various business functions
  • Applications in automation, decision support, customer service, and analytics
  • Practical examples in HR, finance, operations, and compliance

Key Governance Obstacles

  • Tensions with established Data Protection Principles
  • Ensuring lawfulness, fairness, and transparency in automated decisions
  • Challenges regarding accuracy, data minimization, and storage constraints

Core Principles of Information and Data Management

  • Managing information and records specifically in AI scenarios
  • The critical role of metadata and audit trails
  • Ensuring data quality and integrity for model training datasets

Addressing Governance Complexities

  • Establishing governance controls for AI/ML pipelines
  • Implementing human oversight and ensuring explainability
  • Forming cross-functional governance teams

Performing DPIAs for AI/ML

  • Legal obligations and the purpose of DPIAs
  • Procedures for evaluating planned AI/ML implementations
  • Recording risk assessments, mitigation measures, and justifications

Frameworks and Risk Oversight

  • Introduction to AI-specific governance frameworks
  • Perspectives from ISO, NIST, ICO, and the OECD
  • Managing risk registers and policy documentation

Organizational Culture and Broader Frameworks

  • Fostering a culture of responsible AI utilization
  • Aligning AI governance with cybersecurity, ethics, and ESG strategies
  • Pursuing continuous improvement and ongoing monitoring

Recap and Future Directions

Requirements

  • A solid understanding 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 and IT governance
 7 Hours

Number of participants


Price per participant

Upcoming Courses

Related Categories