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
Grasping AI and Machine Learning
- Defining AI and its scope
- Machine Learning as a component of AI
- Varieties of AI: weak, strong, generative, supervised, and unsupervised
AI Application in Organizational Settings
- Current presence of AI/ML across business functions
- Roles in automation, decision support, customer service, and analytics
- Specific applications in HR, finance, operations, and compliance
Prevalent Governance Issues
- Tensions with Data Protection Principles
- Ensuring lawfulness, fairness, and transparency in automated decisions
- Addressing accuracy, data minimization, and storage constraints
Essentials of Information and Data Management
- Managing information and records in AI environments
- The critical role of metadata and audit trails
- Preserving data quality and integrity for training datasets
Tackling Information Governance Obstacles
- Formulating governance controls for AI/ML pipelines
- Prioritizing human oversight and explainability
- Establishing cross-functional governance teams
Executing DPIAs for AI/ML
- Legal obligations and objectives of DPIAs
- Methodology for evaluating proposed AI/ML solutions
- Recording risk assessments, mitigations, and rationales
Governance Frameworks and Risk Oversight
- Survey of AI-specific governance frameworks
- Standards from ISO, NIST, ICO, and OECD
- Maintaining risk registers and policy documentation
Culture, Integration, and Associated Frameworks
- Fostering a culture of responsible AI utilization
- Aligning AI governance with cybersecurity, ethics, and ESG policies
- Driving continuous improvement and monitoring
Recap and Future Actions
Requirements
- Knowledge of organizational information governance policies
- Acquaintance with data protection or privacy regulations
- Basic familiarity with AI or machine learning concepts is advantageous
Target Audience
- Information governance specialists
- Data protection officers and compliance managers
- Digital transformation or IT governance leaders
7 Hours