Principles and Frameworks for AI Auditing

This course covers the essential principles of effective AI audits, offering learners an understanding of AI auditing fundamentals. Discover commonly-used audit methodologies that guide the assessment of AI systems, such as validation and performance testing. Explore best practices for auditing AI models to ensure transparency, fairness, accountability, and adherence to ethical standards. Learn about the legal and ethical considerations, as well as current frameworks for data protection and governance. By the end of the course, learners will be prepared to conduct AI audits with a structured and knowledgeable approach.