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Answer: Design a flexible data governance framework that leverages Delta Lake's access controls and data masking features to tailor data access and security to the specific needs of each business unit.
A flexible data governance framework using Delta Lake involves designing access controls and data masking features that are tailored to the specific needs and priorities of each business unit. This approach ensures that data privacy and security are maintained while also facilitating the accessibility and usability of data for various analytical and operational purposes.
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Consider a scenario where you are managing a data lake that serves multiple business units with varying data needs and priorities. How would you design a data governance framework using Delta Lake to ensure data privacy, security, and accessibility while meeting the diverse needs of these business units?
A
Implement a one-size-fits-all data access policy without considering individual business unit needs.
B
Design a flexible data governance framework that leverages Delta Lake's access controls and data masking features to tailor data access and security to the specific needs of each business unit.
C
Store all data in a single, unpartitioned table to simplify access management.
D
Focus solely on data security and ignore the accessibility needs of different business units.