Exam ADP Certification Cost, New ADP Test Tips

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Google Associate Data Practitioner Sample Questions (Q25-Q30):

NEW QUESTION # 25
Your team wants to create a monthly report to analyze inventory data that is updated daily. You need to aggregate the inventory counts by using only the most recent month of data, and save the results to be used in a Looker Studio dashboard. What should you do?

A. Create a materialized view in BigQuery that uses the SUM() function and the DATE_SUB() function.
B. Create a BigQuery table that uses the SUM() function and the _PARTITIONDATE filter.
C. Create a saved query in the BigQuery console that uses the SUM() function and the DATE_SUB() function. Re-run the saved query every month, and save the results to a BigQuery table.
D. Create a BigQuery table that uses the SUM() function and the DATE_DIFF() function.

Answer: A

NEW QUESTION # 26
You need to create a new data pipeline. You want a serverless solution that meets the following requirements:
* Data is streamed from Pub/Sub and is processed in real-time.
* Data is transformed before being stored.
* Data is stored in a location that will allow it to be analyzed with SQL using Looker.
Which Google Cloud services should you recommend for the pipeline?

A. Dataproc Serverless Bigtable
B. BigQuery Analytics Hub
C. Dataflow BigQuery
D. Cloud Composer Cloud SQL for MySQL

Answer: C

NEW QUESTION # 27
You need to design a data pipeline to process large volumes of raw server log data stored in Cloud Storage.
The data needs to be cleaned, transformed, and aggregated before being loaded into BigQuery for analysis.
The transformation involves complex data manipulation using Spark scripts that your team developed. You need to implement a solution that leverages your team's existing skillset, processes data at scale, and minimizes cost. What should you do?

A. Use Dataform to define the transformations in SQLX.
B. Use Dataflow with a custom template for the transformation logic.
C. Use Cloud Data Fusion to visually design and manage the pipeline.
D. Use Dataproc to run the transformations on a cluster.

Answer: D

NEW QUESTION # 28
You need to design a data pipeline that ingests data from CSV, Avro, and Parquet files into Cloud Storage.
The data includes raw user input. You need to remove all malicious SQL injections before storing the data in BigQuery. Which data manipulation methodology should you choose?

A. ELT
B. ETL
C. EL
D. ETLT

Answer: B

NEW QUESTION # 29
Your organization is conducting analysis on regional sales metrics. Data from each regional sales team is stored as separate tables in BigQuery and updated monthly. You need to create a solution that identifies the top three regions with the highest monthly sales for the next three months. You want the solution to automatically provide up-to-date results. What should you do?

A. Create a BigQuery materialized view that performs a union across all of the regional sales tables. Use the rank() window function to query the new materialized view.
B. Create a BigQuery table that performs a union across all of the regional sales tables. Use the row_number() window function to query the new table.
C. Create a BigQuery materialized view that performs a cross join across all of the regional sales tables. Use the row_number() window function to query the new materialized view.
D. Create a BigQuery table that performs a cross join across all of the regional sales tables. Use the rank() window function to query the new table.

Answer: A

NEW QUESTION # 30
......

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Exam ADP Certification Cost, New ADP Test Tips

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New ADP Test Tips - Trustworthy ADP Pdf

Google Associate Data Practitioner Sample Questions (Q25-Q30):

Top Exam ADP Certification Cost | High-quality Google New ADP Test Tips: Associate Data Practitioner

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