Get in Touch

Course Outline

Foundations of AI and Machine Learning

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

Practical Applications of AI in the Enterprise

  • Identifying current AI/ML integration points across business functions
  • Roles in automation, decision support, customer service, and analytics
  • Specific use cases in HR, finance, operations, and compliance

Typical Governance Obstacles

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

Core Information and Data Management Principles

  • Managing information and records in AI-driven environments
  • The critical role of metadata and audit trails
  • Ensuring data quality and integrity for training datasets

Strategies for Tackling Governance Issues

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

Performing DPIAs for AI/ML Systems

  • Understanding the legal mandates and objectives of DPIAs
  • Methodologies for evaluating proposed AI/ML integrations
  • Recording risk evaluations, mitigation tactics, and rationale

Governance Frameworks and Risk Oversight

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

Culture, Integration, and Broader Frameworks

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

Recap and Future Directions

Requirements

  • A solid grasp of organizational information governance policies
  • Knowledge of data protection or privacy regulations
  • Prior exposure to 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

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 1300 € + VAT*

Contact us for an exact quote and to hear our latest promotions

Provisional Upcoming Courses (Contact Us For More Information)

Related Categories