Google Cloud Associate Data Practitioner Questions and Answers
400 questions organized by topic with detailed explanations
Google
GCP-ADP
400 questions
4 topics
Updated Jul 2026Data Preparation and Ingestion
119 questions26 easy55 medium38 hard~30% of exam
A company needs to move 30 TiB from Amazon S3 to Cloud Storage on a recurring basis by using a fully managed service opt...An analyst needs to run ad hoc SQL across terabytes of historical event data with no database servers to manage. Which s...A team wants to query Parquet files stored in Cloud Storage without first loading copies of the data into native BigQuer...
Data Analysis and Presentation
106 questions19 easy54 medium33 hard~27% of exam
An analyst wants to forecast future monthly sales from historical time series data by using BigQuery ML. Which model fam...A data scientist wants to reduce a set of correlated numeric features to fewer dimensions while retaining as much variat...Which notebook environment is collaborative, managed, and integrated with BigQuery and Vertex AI on Google Cloud?
Data Pipeline Orchestration
74 questions13 easy36 medium25 hard~18% of exam
Which statement about BigQuery scheduled queries is correct?A data engineer wants to visually build and manage integration pipelines by connecting sources, transforms, and sinks th...Which service is designed for unified batch and streaming data processing at scale and provides exactly-once processing ...
Data Management
101 questions20 easy45 medium36 hard~25% of exam
A security team wants to control key rotation schedules, key locations, and audit logs for Cloud Storage encryption keys...What is the effect of enabling uniform bucket-level access on a Cloud Storage bucket?A Cloud SQL for MySQL primary instance is configured for high availability. Which statement is correct during a failover...
All Questions
| # | Question | Topic | Difficulty |
|---|---|---|---|
| 1 | An analyst wants to forecast future monthly sales from historical time series data by using BigQuery... | Data Analysis and Presentation | medium |
| 2 | A security team wants to control key rotation schedules, key locations, and audit logs for Cloud Sto... | Data Management | medium |
| 3 | What is the effect of enabling uniform bucket-level access on a Cloud Storage bucket? | Data Management | easy |
| 4 | A company needs to move 30 TiB from Amazon S3 to Cloud Storage on a recurring basis by using a fully... | Data Preparation and Ingestion | easy |
| 5 | A data scientist wants to reduce a set of correlated numeric features to fewer dimensions while reta... | Data Analysis and Presentation | medium |
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