Certificate in AI Bias and Human Values
-- ViewingNowThe Certificate in AI Bias and Human Values is a crucial course designed to address the pervasive issue of AI bias and its impact on human values. This program highlights the importance of ethical AI practices, promoting fairness, accountability, and transparency in AI systems.
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โข Introduction to AI Bias and Human Values
โข Understanding AI Ethics and Responsible AI
โข Forms of AI Bias: Cognitive, Confirmation, and Measurement Bias
โข Addressing AI Bias: Data Preprocessing and Fairness-aware Machine Learning
โข AI Bias in Decision-making: Algorithmic and Social Implications
โข Human Values in AI Design and Implementation
โข Bias Mitigation Strategies: Policy, Regulation, and Accountability
โข Real-world Cases: AI Bias and Discrimination
โข Ethical AI Evaluation and Auditing
โข Future of AI: Balancing Bias, Human Values, and Technological Progress
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