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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%)
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.
Google Cloud Associate Data Practitioner (ADP Exam) Questions and Answers
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?
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)
B)
C)
D)
PARTITION BY store_id groups the calculation by each store.
ORDER BY date orders the rows correctly for the rolling average.
ROWS BETWEEN 6 PRECEDING AND CURRENT ROW ensures the 7-day moving average.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?
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