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Google Updated Associate-Data-Practitioner Exam Questions and Answers by yousif

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Google Associate-Data-Practitioner Exam Overview :

Exam Name: Google Cloud Associate Data Practitioner (ADP Exam)
Exam Code: Associate-Data-Practitioner Dumps
Vendor: Google Certification: Google Cloud Platform
Questions: 106 Q&A's Shared By: yousif
Question 12

Your company is migrating their batch transformation pipelines to Google Cloud. You need to choose a solution that supports programmatic transformations using only SQL. You also want the technology to support Git integration for version control of your pipelines. What should you do?

Options:

A.

Use Cloud Data Fusion pipelines.

B.

Use Dataform workflows.

C.

Use Dataflow pipelines.

D.

Use Cloud Composer operators.

Discussion
Question 13

Your organization has highly sensitive data that gets updated once a day and is stored across multiple datasets in BigQuery. You need to provide a new data analyst access to query specific data in BigQuery while preventing access to sensitive data. What should you do?

Options:

A.

Grant the data analyst the BigQuery Job User IAM role in the Google Cloud project.

B.

Create a materialized view with the limited data in a new dataset. Grant the data analyst BigQuery Data Viewer IAM role in the dataset and the BigQuery Job User IAM role in the Google Cloud project.

C.

Create a new Google Cloud project, and copy the limited data into a BigQuery table. Grant the data analyst the BigQuery Data Owner IAM role in the new Google Cloud project.

D.

Grant the data analyst the BigQuery Data Viewer IAM role in the Google Cloud project.

Discussion
Question 14

Your organization needs to store historical customer order data. The data will only be accessed once a month for analysis and must be readily available within a few seconds when it is accessed. You need to choose a storage class that minimizes storage costs while ensuring that the data can be retrieved quickly. What should you do?

Options:

A.

Store the data in Cloud Storaqe usinq Nearline storaqe.

B.

Store the data in Cloud Storaqe usinq Coldline storaqe.

C.

Store the data in Cloud Storage using Standard storage.

D.

Store the data in Cloud Storage using Archive storage.

Discussion
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Question 15

Your retail company collects customer data from various sources:

Questions 15Online transactions: Stored in a MySQL database

Questions 15Customer feedback: Stored as text files on a company server

Questions 15Social media activity: Streamed in real-time from social media platforms

You are designing a data pipeline to extract this data. Which Google Cloud storage system(s) should you select for further analysis and ML model training?

Options:

A.

1. Online transactions: Cloud Storage

2. Customer feedback: Cloud Storage

3. Social media activity: Cloud Storage

B.

1. Online transactions: BigQuery

2. Customer feedback: Cloud Storage

3. Social media activity: BigQuery

C.

1. Online transactions: Bigtable

2. Customer feedback: Cloud Storage

3. Social media activity: CloudSQL for MySQL

D.

1. Online transactions: Cloud SQL for MySQL

2. Customer feedback: BigQuery

3. Social media activity: Cloud Storage

Discussion
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