Masterclass Certificate in Bias Mitigation in AI
-- ViewingNowThe Masterclass Certificate in Bias Mitigation in AI is a comprehensive course that addresses the critical issue of bias in artificial intelligence. This program is essential in today's industry, where AI systems are increasingly being used to make decisions that affect people's lives, from hiring to lending and beyond.
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⢠Unit 1: Introduction to Bias Mitigation in AI
⢠Unit 2: Understanding AI Bias: Sources and Consequences
⢠Unit 3: Identifying and Measuring Bias in AI Systems
⢠Unit 4: Fairness Metrics for Bias Mitigation
⢠Unit 5: Techniques for Bias Mitigation in AI Model Training
⢠Unit 6: Debiasing Data Preprocessing Methods
⢠Unit 7: Bias Correction in AI Model Evaluation
⢠Unit 8: Ethical Considerations in AI Bias Mitigation
⢠Unit 9: Real-world Applications and Case Studies of Bias Mitigation
⢠Unit 10: Best Practices and Future Directions in AI Bias Mitigation
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