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CompTIA Data+ DA0-002 (V2) Practice Question

While reviewing data-usage practices, a data analyst notes that order data were originally collected only for invoicing and tax reporting. A product team now wants to feed the same raw table-which still contains customers' names, email addresses, shipping addresses, and items purchased-into a machine-learning model that will generate personalised recommendations. According to recognised data-usage principles, which action should the analyst take first before providing the dataset to the product team?

  • Have the product team sign a non-disclosure agreement and share the full dataset unchanged.

  • Determine whether the new processing purpose is compatible with the original purpose and, if not, obtain a new legal basis or anonymise the data before use.

  • Drop the email-address field and proceed because internal analytics is automatically permitted.

  • Copy the table to an encrypted server that only the data-science group can access, then begin model training.

CompTIA Data+ DA0-002 (V2)
Data Governance
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