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 the Workplace
- Current presence of AI/ML in various business functions
- Roles in automation, decision support, customer service, and analytics
- Specific use cases in HR, finance, operations, and compliance
Key Governance Challenges
- Tensions with Data Protection Principles
- Ensuring lawfulness, fairness, and transparency in automated decisions
- Addressing accuracy, data minimization, and storage limitations
Core Information and Data Management Principles
- Managing information and records within AI contexts
- The critical role of metadata and audit trails
- Ensuring data quality and integrity for training datasets
Addressing Information Governance Issues
- Creating governance controls for AI/ML pipelines
- Implementing human oversight and ensuring explainability
- Forming cross-functional governance teams
Performing DPIAs for AI/ML
- Understanding the legal requirements and objectives of DPIAs
- Procedures for evaluating proposed AI/ML implementations
- Recording risk assessments, mitigation measures, and justifications
Governance Frameworks and Risk Management
- Introduction to AI-specific governance frameworks
- Perspectives from ISO, NIST, ICO, and the OECD
- Maintaining risk registers and policy documentation
Cultural Integration and Related Frameworks
- Fostering a culture of responsible AI usage
- Connecting AI governance with cybersecurity, ethics, and ESG policies
- Pursuing continuous improvement and monitoring
Recap and Future Actions
Requirements
- Knowledge of organizational information governance policies
- Familiarity with data protection or privacy regulations
- Basic exposure to AI or machine learning concepts is beneficial
Target Audience
- Information governance specialists
- Data protection officers and compliance managers
- Leaders in digital transformation or IT governance
7 Hours