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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⢠Introduction to Data-Driven Fairness in AI
⢠Understanding Bias in AI Systems
⢠Ethical Considerations in AI Development
⢠Fairness Metrics for AI Model Evaluation
⢠Techniques for Mitigating Bias in AI
⢠Data Preprocessing for Fair AI
⢠Algorithmic Fairness in Machine Learning
⢠Explainable AI and Fairness
⢠Legal and Regulatory Aspects of AI Fairness
⢠Best Practices for Data-Driven Fairness in AI
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