Certificate in Mitigating Algorithmic Bias: Core Concepts
-- ViewingNowThe Certificate in Mitigating Algorithmic Bias: Core Concepts is a comprehensive course designed to address the critical issue of algorithmic bias in the tech industry. This course emphasizes the importance of creating fair, transparent, and ethical AI systems that do not discriminate or marginalize certain groups.
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โข Understanding Algorithmic Bias
โข Types of Algorithmic Bias: Selection, Measurement, Aggregation, Evaluation
โข Identifying and Measuring Algorithmic Bias
โข Causes of Algorithmic Bias: Data, Algorithms, Feedback Loops
โข Algorithmic Auditing and Transparency
โข Mitigating Algorithmic Bias: Techniques and Strategies
โข Ethics in Algorithmic Decision Making
โข Legal and Regulatory Frameworks for Algorithmic Bias
โข Case Studies: Real-World Examples of Algorithmic Bias and Mitigation
โข Best Practices for Developing Fair and Unbiased Algorithms
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