Professional Certificate in ML Bias Reduction
-- ViewingNowThe Professional Certificate in ML Bias Reduction is a comprehensive course designed to tackle one of the most critical challenges in machine learning today. This program focuses on reducing bias in AI models, ensuring fairness, and promoting ethical AI practices.
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โข Understanding Machine Learning Bias
โข Identifying Sources of Bias in ML Models
โข Preprocessing Techniques for Bias Reduction
โข Fairness Metrics in Machine Learning
โข Mitigating Bias with Algorithmic Techniques
โข Data Collection and Labeling for Fair ML
โข Bias Reduction in Natural Language Processing
โข Ethical Considerations in ML Bias Reduction
โข Evaluation and Monitoring of Fair ML Systems
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