Certificate in Fairness in Algorithmic Decision-Making
-- ViewingNowThe Certificate in Fairness in Algorithmic Decision-Making is a comprehensive course that addresses the critical need for fairness and ethics in AI-powered systems. This course highlights the importance of developing algorithms that treat all users fairly and equitably, reducing biases and discrimination.
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โข Understanding Algorithmic Decision-Making
โข Bias in Data and Algorithms
โข Ethical Considerations in Algorithmic Decision-Making
โข Fairness Metrics and Evaluation
โข Techniques for Reducing Bias in Algorithms
โข Explainable AI and Transparency in Algorithmic Decision-Making
โข Legal and Regulatory Frameworks for Fair Algorithms
โข Real-World Applications and Case Studies of Fair Algorithms
โข Best Practices for Developing Fair Algorithms
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