Certificate in Measuring Algorithmic Bias in Policy
-- ViewingNowThe Certificate in Measuring Algorithmic Bias in Policy is a comprehensive course aimed at equipping learners with the necessary skills to identify and mitigate algorithmic bias in policy-making. This course emphasizes the importance of fairness, accountability, and transparency in artificial intelligence systems, which are increasingly being used in policy decisions that significantly impact society.
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⢠Introduction to Algorithmic Bias
⢠Understanding Algorithms and their Impact on Policy
⢠Measuring Algorithmic Bias: Methods and Tools
⢠Data Collection and Preprocessing for Bias Analysis
⢠Common Types of Bias in Algorithms: Identification and Examples
⢠Quantifying Bias in Algorithms: Metrics and Evaluation
⢠Bias Mitigation Techniques: Strategies and Considerations
⢠Ethics and Regulations in Algorithmic Decision Making
⢠Case Studies: Real-World Examples of Algorithmic Bias and Mitigation
⢠Best Practices for Measuring and Addressing Algorithmic Bias in Policy
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