A team in your organization wants to analyze vast amounts of raw data stored in Google Cloud Storage with SQL queries. They need results quickly and wish to avoid the operational overhead of managing a database. Which service should you recommend?
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Correct answer: BigQuery.
Why this is the answer
*Explanation:* To efficiently analyze vast amounts of raw data stored in Google Cloud Storage with SQL queries while avoiding the operational overhead of managing a database, the recommended service is **BigQuery**. BigQuery provides a serverless, highly scalable, and cost-effective platform for data analysis using SQL. Other options like Cloud Dataprep (used for data preparation), Cloud SQL (involves operational overhead), Cloud Spanner (not serverless), and Dataflow (used for data transformation) are not as suitable for this specific use case.
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