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Exam Code: Associate-Data-Practitioner Vendor: Google Name: Google Cloud Associate Data Practitioner (ADP Exam) 106 Q&A with Explanation Last Update: Jun 10, 2026
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Associate-Data-Practitioner
Total Questions:
106 Q&A's
Single Choice Questions:
106 Q&A's

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The Google Associate-Data-Practitioner Exam is a foundational-level certification that validates your ability to manage, analyze, and visualize data using Google Cloud services. It covers core skills like data ingestion, transformation, pipeline orchestration, and governance.
This exam is designed for aspiring data analysts, cloud practitioners, business intelligence professionals, and students transitioning into data roles. Its perfect for those seeking to demonstrate hands-on proficiency in Google Clouds data tools without needing prior certification.
The exam consists of 5060 multiple-choice and multiple-select questions, and candidates are given 120 minutes to complete it.

The Google Associate-Data-Practitioner exam includes four major domains:

  • Data Preparation and Ingestion (30%)
  • Data Analysis and Presentation (27%)
  • Data Pipeline Orchestration (18%)
  • Data Management and Governance (25%)
No formal prerequisites are required. However, Google recommends 6+ months of hands-on experience working with data on Google Cloud to ensure success.

The Google Associate-Data-Practitioner focuses on data analysis, visualization, and pipeline orchestration using tools like BigQuery, Looker, and Cloud Data Fusion. On the other hand, the Professional-Cloud-Network-Engineer specializes in designing, implementing, and managing network architectures on Google Cloud, including VPCs, hybrid connectivity, and network security.

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Google Cloud Associate Data Practitioner (ADP Exam) Questions and Answers

Question 1

You are designing an application that will interact with several BigQuery datasets. You need to grant the application’s service account permissions that allow it to query and update tables within the datasets, and list all datasets in a project within your application. You want to follow the principle of least privilege. Which pre-defined IAM role(s) should you apply to the service account?

Options:

A.

roles/bigquery.jobUser and roles/bigquery.dataOwner

B.

roles/bigquery.connectionUser and roles/bigquery.dataViewer

C.

roles/bigquery.admin

D.

roles/bigquery.user and roles/bigquery.filteredDataViewer

Question 2

Your company has several retail locations. Your company tracks the total number of sales made at each location each day. You want to use SQL to calculate the weekly moving average of sales by location to identify trends for each store. Which query should you use?

A)

Associate-Data-Practitioner Question 2

B)

Associate-Data-Practitioner Question 2

C)

Associate-Data-Practitioner Question 2

D)

Associate-Data-Practitioner Question 2

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

Question 3

You work for a gaming company that collects real-time player activity data. This data is streamed into Pub/Sub and needs to be processed and loaded into BigQuery for analysis. The processing involves filtering, enriching, and aggregating the data before loading it into partitioned BigQuery tables. You need to design a pipeline that ensures low latency and high throughput while following a Google-recommended approach. What should you do?

Options:

A.

Use Cloud Composer to orchestrate a workflow that reads the data from Pub/Sub, processes the data using a Python script, and writes it to BigQuery.

B.

Use Dataproc to create an Apache Spark streaming job that reads the data from Pub/Sub, processes the data, and writes it to BigQuery.

C.

Use Dataflow to create a streaming pipeline that reads the data from Pub/Sub, processes the data, and writes it to BigQuery using the streaming API.

D.

Use Cloud Run functions to subscribe to the Pub/Sub topic, process the data, and write it to BigQuery using the streaming API.

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