Certificate in Data-Driven Fairness in AI
-- ViewingNowThe Certificate in Data-Driven Fairness in AI is a comprehensive course designed to address the critical issue of fairness in artificial intelligence. This program emphasizes the importance of ethical AI practices and equips learners with the essential skills to ensure data-driven decisions are made fairly and without bias.
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โข Introduction to Data-Driven Fairness in AI
โข Understanding Bias in AI Systems
โข Ethical Considerations in AI Development
โข Fairness Metrics for AI Model Evaluation
โข Techniques for Mitigating Bias in AI
โข Data Preprocessing for Fair AI
โข Algorithmic Fairness in Machine Learning
โข Explainable AI and Fairness
โข Legal and Regulatory Aspects of AI Fairness
โข Best Practices for Data-Driven Fairness in AI
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