Certificate in Data Ethics & Algorithmic Fairness
-- ViewingNowThe Certificate in Data Ethics & Algorithmic Fairness is a comprehensive course designed to address the critical issue of ethical decision-making in data science and artificial intelligence. This program emphasizes the importance of fairness, accountability, transparency, and privacy in data analysis and algorithmic design, which are increasingly vital in today's data-driven world.
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โข Introduction to Data Ethics
โข Understanding Algorithmic Bias
โข Data Privacy and Security
โข Ethical Considerations in Machine Learning
โข Algorithmic Fairness: Concepts and Measures
โข Bias in Data Collection and Preprocessing
โข Techniques for Reducing Algorithmic Bias
โข Accountability and Transparency in Algorithms
โข Real-world Case Studies in Data Ethics and Algorithmic Fairness
โข Future of Data Ethics and Algorithmic Fairness
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