Professional Certificate in AI & the Challenges of Algorithmic Bias
-- ViewingNowThe Professional Certificate in AI & the Challenges of Algorithmic Bias is a vital course for professionals seeking to understand and mitigate biases in AI systems. This program addresses the increasing industry demand for ethical AI practices, as organizations strive to create fair and unbiased algorithms.
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⢠Introduction to Artificial Intelligence
⢠Understanding Algorithmic Bias
⢠Types of Algorithmic Bias: Historical, Sampling, Measurement, and Aggregation
⢠Identifying and Measuring Algorithmic Bias
⢠AI Ethics and Bias: Addressing Ethical Concerns
⢠Strategies to Mitigate Algorithmic Bias: Data Preprocessing, Fairness-aware Machine Learning, and Post-processing Techniques
⢠Legal and Regulatory Considerations for AI Bias
⢠Best Practices in Building Fair and Transparent AI Systems
⢠Real-world Examples and Case Studies of Algorithmic Bias and Mitigation
⢠Continuous Monitoring and Maintenance: Ensuring Sustainable AI Fairness
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