Certificate in AI Bias & Fairness Essentials
-- ViewingNowThe Certificate in AI Bias & Fairness Essentials is a comprehensive course designed to address the critical issue of fairness in AI systems. With the increasing adoption of AI technologies, the importance of understanding and mitigating AI bias has become paramount.
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⢠Understanding AI Bias
⢠Types of AI Bias: Introduction to Cognitive, Sampling, and Measurement Bias
⢠Data Preprocessing for Fairness in AI
⢠Algorithmic Bias: Identification and Mitigation Techniques
⢠Explainable AI and Bias Evaluation
⢠AI Ethics and Fairness: Legal and Regulatory Considerations
⢠Implementing AI Bias Mitigation Strategies in Real-World Scenarios
⢠Best Practices for AI Bias and Fairness
⢠Assessing and Monitoring AI Fairness Over Time
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