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Google Exam Associate Data Practitioner Topic 4 Question 2 Discussion

Actual exam question for Google's Associate Data Practitioner exam
Question #: 2
Topic #: 4
[All Associate Data Practitioner Questions]

You are a data analyst working with sensitive customer data in BigQuery. You need to ensure that only authorized personnel within your organization can query this data, while following the principle of least privilege. What should you do?

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Suggested Answer: D

Using IAM roles to enable access control in BigQuery is the best approach to ensure that only authorized personnel can query the sensitive customer data. IAM allows you to define granular permissions at the project, dataset, or table level, ensuring that users have only the access they need in accordance with the principle of least privilege. For example, you can assign roles like roles/bigquery.dataViewer to allow read-only access or roles/bigquery.dataEditor for more advanced permissions. This approach provides centralized and manageable access control, which is critical for protecting sensitive data.


by Isidra at Jan 24, 2025, 12:55 AM

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Karol
2 months ago
I think I would go with A) as well. It's crucial to follow the principle of least privilege when dealing with sensitive data.
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Malinda
2 months ago
That's true, but in this case, restricting access through IAM roles is more important to prevent unauthorized queries.
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Magdalene
2 months ago
Signed URLs? What is this, the Dark Ages? IAM roles are the modern solution for this problem. Keep up with the times, my dude.
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Alana
24 days ago
C) Update dataset privileges by using the SQL GRANT statement.
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Naomi
29 days ago
A) Enable access control by using IAM roles.
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Yaeko
1 months ago
B) Encrypt the data by using customer-managed encryption keys (CMEK).
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Colette
1 months ago
A) Enable access control by using IAM roles.
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Tabetha
2 months ago
But what about option B) Encrypt the data by using customer-managed encryption keys (CMEK)? Wouldn't that add an extra layer of security?
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Merlyn
2 months ago
Haha, the SQL GRANT statement? That's so 2010. IAM roles are the way to go these days, my friend.
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Verdell
27 days ago
D) Export the data to Cloud Storage, and use signed URLs to authorize access.
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Ria
1 months ago
C) Update dataset privileges by using the SQL GRANT statement.
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Felicia
1 months ago
B) Encrypt the data by using customer-managed encryption keys (CMEK).
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Noel
1 months ago
A) Enable access control by using IAM roles.
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Kent
2 months ago
I agree with Malinda. IAM roles provide fine-grained access control.
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Diane
2 months ago
I'm torn between A and B. Encryption is also important for protecting customer data, but access control should be the priority here.
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Cheryll
2 months ago
User 2: I agree, access control is crucial for protecting sensitive data.
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Tarra
2 months ago
User 1: I think you should go with A) Enable access control by using IAM roles.
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Malinda
3 months ago
I think the best option is A) Enable access control by using IAM roles.
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Marcos
3 months ago
Definitely going with option A. Using IAM roles is the best way to control access to sensitive data in BigQuery.
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Tom
2 months ago
Enabling access control with IAM roles is a secure and efficient way to manage data access.
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Felton
2 months ago
I agree, it's important to follow the principle of least privilege when dealing with customer data.
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Verdell
2 months ago
IAM roles are definitely the way to go for controlling access to sensitive data in BigQuery.
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