Professional Certificate in Model Bias Control in ML
-- ViewingNowThe Professional Certificate in Model Bias Control in ML is a crucial course designed to address a significant issue in the field of machine learning. This certificate course focuses on teaching learners how to identify, analyze, and mitigate potential bias in machine learning models, which is a critical skill in today's data-driven world.
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โข Understanding Model Bias
โข Types of Model Bias in Machine Learning
โข Quantifying Model Bias and Its Impact
โข Techniques for Reducing Model Bias
โข Data Preprocessing for Bias Control
โข Fairness Metrics in Machine Learning
โข Bias Mitigation in Training Data
โข Bias Correction in Model Predictions
โข Evaluation and Monitoring of Model Fairness
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