Professional Certificate in Unbiased Machine Learning
-- ViewingNowThe Professional Certificate in Unbiased Machine Learning is a comprehensive course that addresses the critical issue of bias in AI models. This program emphasizes the importance of fairness and ethics in AI, making it increasingly relevant in today's data-driven world.
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โข Introduction to Unbiased Machine Learning
โข Understanding Bias in Machine Learning
โข Data Preprocessing for Fairness
โข Algorithms for Unbiased Machine Learning
โข Evaluation Metrics for Fairness
โข Ethical Considerations in Unbiased Machine Learning
โข Real-world Applications of Unbiased Machine Learning
โข Best Practices for Developing Unbiased Models
โข Continuous Monitoring and Mitigation of Bias in Machine Learning
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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