Statistical Methods for Data Science
Bias detection algorithms are tools designed to identify and mitigate bias in datasets, models, and outcomes. These algorithms analyze data to uncover potential sources of unfair treatment or representation, helping ensure that decisions made by AI systems are equitable and ethical. In the realm of data analysis, employing these algorithms is crucial for fostering trust, accountability, and transparency in data-driven decision-making processes.
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