Certificate in Bias in Algorithms: Detection & Mitigation
-- ViewingNowThe Certificate in Bias in Algorithms: Detection & Mitigation is a crucial course for professionals in the data science industry. This program addresses the growing concern of bias in algorithms, which can lead to discriminatory outcomes and unfair decision-making.
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โข Understanding Algorithms โข Types of Bias in Algorithms โข Identifying Bias in Algorithms โข Impact of Bias in Algorithms โข Legal and Ethical Considerations of Algorithmic Bias โข Algorithmic Fairness and Mitigation Techniques โข Designing Fair Algorithms โข Bias in AI and Machine Learning Algorithms โข Testing and Validation for Algorithmic Bias โข Best Practices for Bias Mitigation in Algorithms
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