Certificate in AI Bias & Fairness Essentials
-- ViewingNowThe Certificate in AI Bias & Fairness Essentials is a comprehensive course designed to address the critical issue of fairness in AI systems. With the increasing adoption of AI technologies, the importance of understanding and mitigating AI bias has become paramount.
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โข Understanding AI Bias
โข Types of AI Bias: Introduction to Cognitive, Sampling, and Measurement Bias
โข Data Preprocessing for Fairness in AI
โข Algorithmic Bias: Identification and Mitigation Techniques
โข Explainable AI and Bias Evaluation
โข AI Ethics and Fairness: Legal and Regulatory Considerations
โข Implementing AI Bias Mitigation Strategies in Real-World Scenarios
โข Best Practices for AI Bias and Fairness
โข Assessing and Monitoring AI Fairness Over Time
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