Objective 2.1
ADPIdentify data trends, patterns, and insights by using BigQuery and Jupyter notebooks
Objective 2.1 sits in Data Analysis and Presentation, which carries 27% of the Associate Data Practitioner exam. The questions below are original, written from the official objective title above, and each explanation cites the Google Cloud page it rests on.
Objective title verbatim from the official objectives. Google Cloud exam page ↗
A worked example
Shown solved, with the whole explanation open: this is what every question here carries.
Which languages does BigQuery's serverless architecture let you use to query data with no infrastructure to manage?
Correct.
Concept
A serverless analytics engine exposes familiar query languages so analysts avoid managing servers. Language support shapes who can use the platform directly.
Why D
BigQuery lets you use languages like SQL and Python with zero infrastructure management.
Source
Google Cloud, BigQuery overview, checked August 2026BigQuery's serverless architecture lets you use languages like SQL and Python to answer your organization's biggest questions with zero infrastructure management.
Now you: objective 2.1 questions
No account needed. The explanation opens when you answer.
Sample question 1 of 3
A team must share reproducible analysis code and outputs with colleagues who will edit it together. Which Colab Enterprise capability supports this?
Sample question 2 of 3
In BigQuery, which query language do you use to define and run reports that extract insights?
Sample question 3 of 3
An analyst wants to explore and visualize BigQuery results in a managed notebook without setting up infrastructure. Which product provides this?
That’s 3 of the full Associate Data Practitioner bank.
Keep going free: 10 questions per certification in bank practice, with no account.
Continue practisingRead the sources
These are the official pages the questions above cite. Reading them is studying the objective from the primary source, which is what the explanations point you toward anyway.