Your company wants to implement a data transformation (ETL) pipeline for their BigQuery data warehouse.

Google Associate-Data-Practitioner Question Answer

Your company wants to implement a data transformation (ETL) pipeline for their BigQuery data warehouse. You need to identify a managed transformation solution that allows users to develop with SQL and JavaScript, has version control, allows for modular code, and has data quality checks. What should you do?

Create a Cloud Composer environment, and orchestrate the transformations by using the BigQueryinsertJob operator.

Create BigQuery scheduled queries to define the transformations in SQL.

Use Dataform to define the transformations in SQLX.

Use Dataproc to create an Apache Spark cluster and implement the transformations by using PySpark SQL.

Google Associate-Data-Practitioner View All Questions

Google Associate-Data-Practitioner Summary

Vendor: Google
Product: Associate-Data-Practitioner
Update on: Jul 22, 2025
Questions: 106

Price: $52.5 ~~$149.99~~

Buy Now Associate-Data-Practitioner PDF + Testing Engine Pack

You manage a Cloud Storage bucket that stores temporary files created during data processing.

Summer Special Sale Limited Time 65% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: vce65

Your company wants to implement a data transformation (ETL) pipeline for their BigQuery data warehouse.

The Answer Is:

Explanation:

Google Associate-Data-Practitioner Summary

Payments We Accept

Contact Us