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Explanation:
A key advantage of synthetic data is that it does not contain personally identifiable information (PII) from actual individuals. Consequently, it allows institutions to train models and share data sets while effectively mitigating privacy concerns and adhering to strict data protection regulations. This is particularly crucial in sensitive sectors like finance.
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Q.40 Synthetic data is used to enhance AI models, especially in sensitive sectors like finance. What is a key advantage of using synthetic data?
A
Perfect replication of real data statistics.
B
Elimination of bias replication risk.
C
Mitigation of privacy concerns.
D
Lower generation cost than real data collection.