Bias in Data Analysis & Role of AI 🤖
Bias in Data Analysis & Role of AI 🤖
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Explore the origins of bias in datasets, its influence on AI outcomes, and real-world examples, while delving into AI’s role in ethical and transparent bias mitigation strategies. Analyse the trade-offs between fairness and accuracy and investigate practical steps like diversifying data sources, continuous monitoring of AI results, and fostering societal awareness to combat bias effectively.