Building Ethical AI Systems Workshop

Hands-on workshop covering the practical implementation of ethical AI frameworks, bias detection techniques, and responsible development practices for professionals and students.

Learning Outcomes

• Implement bias detection algorithms in machine learning models
• Apply ethical AI frameworks to real projects
• Design fair and transparent AI systems
• Conduct algorithmic audits and assessments

Agenda Highlights

• 09:00-09:30 Registration & Welcome
• 09:30-12:00 Foundations of AI Ethics & Bias Detection
• 13:00-16:00 Hands-on Implementation Exercises

Requirements

• Basic Python programming knowledge
• Maximum 40 participants

Speakers & Presenters

• Dr. Amara Okafor - CSIR Senior Research Scientist
• Prof. Michael Chen - UKZN Computer Ethics
• Sarah Williams - RMB Principal Data Scientist

What’s Included

• 7 hours of expert instruction
• Workshop materials and code templates
• Lunch and refreshments
• Certificate of completion