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Related Questions
- What are some common sources of bias in online data, such as social media or review sites?
- How can you identify and mitigate biases in data collection methods, like surveys or questionnaires?
- What are some techniques for data preprocessing to address biases, like normalization or feature scaling?
- Can you explain the concept of representation bias and how it affects machine learning models?
- How do you handle biased data in natural language processing tasks, such as sentiment analysis or text classification?
- What are some strategies for addressing bias in data augmentation, like generating synthetic data?
- Can you describe a process for conducting a bias audit on a dataset to identify and address potential issues?
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