Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
AI and Machine Learning Fundamentals
- Defining AI and its scope
- Machine Learning as a component of AI
- Categories of AI: weak, strong, generative, supervised, and unsupervised
Practical AI Applications in Business
- Current presence of AI/ML in various business functions
- Roles in automation, decision support, customer service, and analytics
- Use cases within HR, finance, operations, and compliance
Typical Governance Challenges
- Tensions with Data Protection Principles
- Ensuring lawfulness, fairness, and transparency in automated decisions
- Addressing accuracy, data minimization, and storage constraints
Basics of Information and Data Management
- Managing information and records in AI contexts
- The critical role of metadata and audit trails
- Ensuring data quality and integrity for training datasets
Tackling Information Governance Challenges
- Establishing governance controls for AI/ML pipelines
- Implementing human oversight and explainability
- Forming cross-functional governance teams
Performing DPIAs for AI/ML
- Legal mandates and the purpose of DPIAs
- Steps to evaluate proposed AI/ML implementations
- Documenting risk assessments, mitigations, and justifications
Governance Frameworks and Risk Management
- Survey of AI-specific governance frameworks
- Approaches from ISO, NIST, ICO, and OECD
- Maintaining risk registers and policy documentation
Culture, Integration, and Allied Frameworks
- Fostering a culture of responsible AI usage
- Aligning AI governance with cybersecurity, ethics, and ESG policies
- Pursuing continuous improvement and monitoring
Recap and Future Directions
Requirements
- Knowledge of organizational information governance policies
- Familiarity with data protection or privacy regulations
- Basic exposure to AI or machine learning concepts is advantageous
Target Audience
- Information governance professionals
- Data protection officers and compliance managers
- Leads 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.
Price per private group, online live training, starting from 1600 € + VAT*
Contact us for an exact quote and to hear our latest promotions