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Related Questions
- Can you explain the concept of data augmentation and its importance in reducing bias?
- What are some common data augmentation techniques used in machine learning models to mitigate bias?
- How does data augmentation help to increase the diversity of a dataset and reduce the impact of bias?
- What are some examples of data augmentation techniques that can be used to reduce bias in image classification models?
- Can you discuss the role of data augmentation in addressing class imbalance issues and reducing bias?
- How can data augmentation be used to reduce bias in natural language processing models?
- What are some best practices for implementing data augmentation techniques to minimize bias in machine learning models?
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