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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⢠Introduction to AI Bias and Human Values
⢠Understanding AI Ethics and Responsible AI
⢠Forms of AI Bias: Cognitive, Confirmation, and Measurement Bias
⢠Addressing AI Bias: Data Preprocessing and Fairness-aware Machine Learning
⢠AI Bias in Decision-making: Algorithmic and Social Implications
⢠Human Values in AI Design and Implementation
⢠Bias Mitigation Strategies: Policy, Regulation, and Accountability
⢠Real-world Cases: AI Bias and Discrimination
⢠Ethical AI Evaluation and Auditing
⢠Future of AI: Balancing Bias, Human Values, and Technological Progress
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