GOOGLE CLOUD

Google Cloud Associate Data Practitioner

ASSOCIATE-DATA-PRACTITIONER

The Google Cloud Associate Data Practitioner certification validates your ability to apply core data concepts and Google Cloud data tools to real-world scenarios. It is designed for early-career data professionals who collect, transform, and analyze data to support business decisions. Earning it demonstrates that you can work confidently with BigQuery, Cloud Storage, and other Google Cloud data services.

Practice Free Questions

4Domains

11Objectives

49Practice pages

218Free questions

ASSOCIATE-DATA-PRACTITIONER free practice questions

Choose any objective and open any question page — no sign-in required.

1.1 Prepare and process data

24 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–24

1.2 Extract and load data into appropriate Google Cloud storage systems

23 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–23

2.1 Identify data trends, patterns, and insights by using BigQuery and Jupyter notebooks

13 questions · 3 pages

Questions 1–5 6–10 11–13

2.2 Visualize data and create dashboards in Looker given business requirements

22 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–22

2.3 Define, train, evaluate, and use ML models

25 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–25

3.1 Design and implement simple data pipelines

12 questions · 3 pages

Questions 1–5 6–10 11–12

3.2 Schedule, automate, and monitor basic data processing tasks

37 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–37

4.1 Configure access control and governance

16 questions · 4 pages

Questions 1–5 6–10 11–15 16–16

4.2 Configure lifecycle management

8 questions · 2 pages

Questions 1–5 6–8

4.3 Identify high availability and disaster recovery strategies for data in Cloud Storage and Cloud SQL

22 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–22

4.2 Apply security measures and ensure compliance with data privacy regulations

16 questions · 4 pages

Questions 1–5 6–10 11–15 16–16

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Percentages reflect share of the current practice bank, not official exam weightings. Every page above is a live, crawlable practice page (11 objectives · 49 pages).

Google Cloud Associate Data Practitioner

ASSOCIATE-DATA-PRACTITIONER free practice questions

Domain 1 · Data Preparation and Ingestion22% of practice bank · 2 objectives · 47 questions22%

Domain 2 · Data Analysis and Presentation28% of practice bank · 3 objectives · 60 questions28%

Domain 3 · Data Pipeline Orchestration22% of practice bank · 2 objectives · 49 questions22%

Domain 4 · Data Management28% of practice bank · 4 objectives · 62 questions28%