Certificate in Ethics of Algorithmic Bias
-- ViewingNowThe Certificate in Ethics of Algorithmic Bias is a comprehensive course that addresses the critical issue of algorithmic bias in today's data-driven world. This program emphasizes the importance of ethical decision-making in the development and deployment of algorithms, providing learners with essential skills to recognize, analyze, and mitigate biases in AI systems.
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โข Understanding Algorithmic Bias
โข Historical Context of Bias in Technology
โข Types of Algorithmic Bias: Introduction to Cognitive, Sampling, and Measurement Bias
โข Quantifying Algorithmic Bias: Metrics and Evaluation
โข Ethics of Algorithmic Bias: Consequences and Moral Responsibility
โข Legal and Regulatory Frameworks for Algorithmic Bias
โข Strategies for Mitigating Algorithmic Bias: Diverse Data and Fairness Metrics
โข Bias in Machine Learning Models: Techniques for Detection and Mitigation
โข Inclusive Design and Ethical Considerations in Algorithm Development
โข Case Studies: Examining Real-World Examples of Algorithmic Bias and Mitigation Strategies
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