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Related Questions
- Can you explain how data bias can result in disparate treatment of certain groups in machine learning models?
- How does data bias affect the accuracy and fairness of machine learning predictions?
- What are some common sources of data bias that can lead to unfair outcomes in machine learning models?
- Can you provide examples of how data bias has led to unfair outcomes in real-world machine learning applications?
- How can data bias be detected and addressed in machine learning models to prevent unfair outcomes?
- What role do data quality and data preprocessing play in mitigating data bias in machine learning models?
- Can you discuss the importance of fairness, accountability, and transparency in machine learning model development to prevent unfair outcomes?
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