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Related Questions
- What are some common sources of biased datasets in machine learning?
- How can biased datasets lead to unfair or discriminatory outcomes in machine learning models?
- Can you provide an example of a biased dataset that led to a machine learning model producing unfair outcomes?
- What are some strategies for detecting and mitigating bias in machine learning datasets?
- How can biased datasets affect the performance of machine learning models in real-world applications?
- What are some potential consequences of deploying a machine learning model that produces unfair or discriminatory outcomes?
- Can you describe a scenario where a biased dataset led to a machine learning model being accused of perpetuating systemic racism or sexism?
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