Professional Certificate in AI Bias: Fair Decision-Making
-- ViewingNowThe Professional Certificate in AI Bias: Fair Decision-Making is a crucial course for professionals seeking to combat bias in AI systems. With the increasing use of AI in decision-making processes, the importance of fairness and ethics has become paramount.
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โข Understanding AI Bias
โข Types of AI Bias: Introduction to Cognitive, Sampling, and Measurement Bias
โข Quantifying AI Bias: Metrics and Evaluation
โข AI Bias in Real-World Applications: Case Studies
โข Fair Decision-Making: Ethics, Regulations, and Standards
โข Techniques to Mitigate AI Bias: Data Pre-processing, In-processing, and Post-processing
โข Designing Fair Algorithms: Transparency, Explainability, and Accountability
โข Bias Detection and Mitigation Tools for AI Developers
โข Continuous Learning: Addressing Emerging Bias in AI Systems
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