A data engineer builds a pipeline that feeds customer data to an Azure Machine Learning model for churn prediction. The security team needs to ensure that training data containing personal information is identified and tracked for data lineage purposes. Which Microsoft Purview feature should be used?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — a is correct because Microsoft Purview Data Map provides automated data scanning and classification that identifies sensitive information types in data sources, and tracks data lineage showing how data flows from source to Azure Machine Learning datasets, enabling visibility into personal data in AI training pipelines. B is incorrect because Information Barriers control communication and collaboration between groups, not data tracking in ML pipelines.
Full explanation below image
Full Explanation
A is correct because Microsoft Purview Data Map provides automated data scanning and classification that identifies sensitive information types in data sources, and tracks data lineage showing how data flows from source to Azure Machine Learning datasets, enabling visibility into personal data in AI training pipelines. B is incorrect because Information Barriers control communication and collaboration between groups, not data tracking in ML pipelines. C is incorrect because eDiscovery is for legal hold and content search in compliance scenarios, not ongoing data lineage tracking. D is incorrect because Compliance Manager provides regulatory compliance assessments but does not scan and classify data in ML training pipelines.