Certificate Fair AI and Algorithmic Bias
-- ViewingNowThe Certificate in Fair AI and Algorithmic Bias is a comprehensive course designed to address the critical issue of bias in artificial intelligence and algorithms. This program emphasizes the importance of ethical AI practices, highlighting the need for fairness, accountability, and transparency in algorithmic decision-making.
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⢠Understanding Fair AI
⢠Introduction to Algorithmic Bias
⢠Types of Algorithmic Bias: Data, Pre-processing, and Post-processing Bias
⢠Measuring Algorithmic Bias: Common Metrics and Techniques
⢠Mitigating Algorithmic Bias: Techniques and Strategies
⢠The Role of Data Quality in Reducing Bias
⢠Ethical Considerations in Fair AI and Algorithmic Bias
⢠Legal and Regulatory Frameworks for Fair AI
⢠Real-world Examples of Algorithmic Bias and Its Impact
⢠Best Practices for Developing Fair AI Systems
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