Certificate in Fairness in Algorithmic Systems
-- ViewingNowThe Certificate in Fairness in Algorithmic Systems course is a comprehensive program designed to address the growing need for fairness in artificial intelligence and machine learning systems. This course highlights the importance of ethical decision-making in the development of algorithmic systems, and teaches learners how to identify and mitigate biases in data and algorithms.
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โข Understanding Algorithmic Systems
โข Bias in Data and Algorithms
โข Ethical Considerations in AI and Machine Learning
โข Fairness Metrics and Evaluation
โข Designing Fair Algorithms
โข Addressing Disparate Impact and Disproportionate Mistreatment
โข Transparency and Explainability in Algorithmic Decision Making
โข Real-world Applications and Case Studies of Fair Algorithms
โข Legal and Regulatory Frameworks for Fair Algorithmic Systems
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