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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⢠Introduction to Data Ethics
⢠Understanding Algorithmic Bias
⢠Data Privacy and Security
⢠Ethical Considerations in Machine Learning
⢠Algorithmic Fairness: Concepts and Measures
⢠Bias in Data Collection and Preprocessing
⢠Techniques for Reducing Algorithmic Bias
⢠Accountability and Transparency in Algorithms
⢠Real-world Case Studies in Data Ethics and Algorithmic Fairness
⢠Future of Data Ethics and Algorithmic Fairness
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