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Associate-Data-Practitioner Questions and Answers

Question # 1

You recently inherited a task for managing Dataflow streaming pipelines in your organization and noticed that proper access had not been provisioned to you. You need to request a Google-provided IAM role so you can restart the pipelines. You need to follow the principle of least privilege. What should you do?

A.

Request the Dataflow Developer role.

B.

Request the Dataflow Viewer role.

C.

Request the Dataflow Worker role.

D.

Request the Dataflow Admin role.

Question # 2

You work for a retail company that collects customer data from various sources:

    Online transactions: Stored in a MySQL database

    Customer feedback: Stored as text files on a company server

    Social media activity: Streamed in real-time from social media platformsYou need to design a data pipeline to extract and load the data into the appropriate Google Cloud storage system(s) for further analysis and ML model training. What should you do?

A.

Copy the online transactions data into Cloud SQL for MySQL. Import the customer feedback into BigQuery. Stream the social media activity into Cloud Storage.

B.

Extract and load the online transactions data into BigQuery. Load the customer feedback data into Cloud Storage. Stream the social media activity by using Pub/Sub and Dataflow, and store the data in BigQuery.

C.

Extract and load the online transactions data, customer feedback data, and social media activity into Cloud Storage.

D.

Extract and load the online transactions data into Bigtable. Import the customer feedback data into Cloud Storage. Store the social media activity in Cloud SQL for MySQL.

Question # 3

You are a Looker analyst. You need to add a new field to your Looker report that generates SQL that will run against your company's database. You do not have the Develop permission. What should you do?

A.

Create a new field in the LookML layer, refresh your report, and select your new field from the field picker.

B.

Create a calculated field using the Add a field option in Looker Studio, and add it to your report.

C.

Create a table calculation from the field picker in Looker, and add it to your report.

D.

Create a custom field from the field picker in Looker, and add it to your report.

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