Certificate in AI Fairness: Foundations & Applications
-- ViewingNowThe Certificate in AI Fairness: Foundations & Applications is a comprehensive course that addresses the critical issue of fairness in artificial intelligence. This program dives into the theories and practices of AI fairness, enabling learners to recognize and rectify biases in AI systems.
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⢠Introduction to AI Fairness
⢠Bias in AI Systems
⢠Types of Bias: Cognitive, Cultural, and Sample
⢠Measuring AI Fairness: Metrics and Evaluation
⢠Algorithmic Fairness: Techniques and Approaches
⢠Legal and Ethical Considerations in AI Fairness
⢠AI Fairness in Practice: Case Studies and Applications
⢠Inclusive Design for AI Systems
⢠Responsible AI: Accountability and Transparency in AI Fairness
⢠Future of AI Fairness: Challenges and Opportunities
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