Databricks Certified Data Engineer - Associate
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In the context of implementing data governance within an Azure Databricks workspace, you are required to ensure the environment is secure and compliant. The solution must leverage Unity Catalog for metadata management and service principals for secure access. Considering the need for scalability, cost-effectiveness, and adherence to compliance standards, which of the following steps is the MOST appropriate to achieve this goal? Choose the best option from the four provided.
In the context of implementing data governance within an Azure Databricks workspace, you are required to ensure the environment is secure and compliant. The solution must leverage Unity Catalog for metadata management and service principals for secure access. Considering the need for scalability, cost-effectiveness, and adherence to compliance standards, which of the following steps is the MOST appropriate to achieve this goal? Choose the best option from the four provided.
Explanation:
The most appropriate steps to create a secure and compliant data environment in Azure Databricks involve enabling Unity Catalog for unified metadata management, which is essential for data governance. Creating service principals is crucial for secure application access, as they provide a secure way to authenticate and authorize applications without exposing user credentials. Implementing RBAC allows for fine-grained access control, ensuring users and applications have only the permissions they need. Enforcing data security policies, such as encryption and data masking, protects sensitive data and ensures compliance with regulatory standards. This approach balances scalability, cost-effectiveness, and compliance, making it the best choice among the options provided.