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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⢠Understanding Algorithmic Bias
⢠Types of Algorithmic Bias: Selection, Measurement, Aggregation, Evaluation
⢠Identifying and Measuring Algorithmic Bias
⢠Causes of Algorithmic Bias: Data, Algorithms, Feedback Loops
⢠Algorithmic Auditing and Transparency
⢠Mitigating Algorithmic Bias: Techniques and Strategies
⢠Ethics in Algorithmic Decision Making
⢠Legal and Regulatory Frameworks for Algorithmic Bias
⢠Case Studies: Real-World Examples of Algorithmic Bias and Mitigation
⢠Best Practices for Developing Fair and Unbiased Algorithms
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