Google Cloud Professional Data Engineer Free Practice Exam Questions

316 real Google Cloud Professional Data Engineer exam questions with answers and AI explanations. Google Cloud certification prep — page 6 of 32.

Question 53: You are designing an Apache Beam pipeline to enrich data from Cloud Pub/Sub with static reference data from BigQuery. The reference data is small enough to fit…
Question 54: You have a data pipeline that writes data to Cloud Bigtable using well-designed row keys. You want to monitor your pipeline to determine when to increase the s…
Question 55: You want to analyze hundreds of thousands of social media posts daily at the lowest cost and with the fewest steps. You have the following requirements: ✑ You…
Question 56: You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query `"-dry_run you learn that the query triggers…
Question 57: You are a retailer that wants to integrate your online sales capabilities with different in-home assistants, such as Google Home. You need to interpret custome…
Question 58: You decided to use Cloud Datastore to ingest vehicle telemetry data in real time. You want to build a storage system that will account for the long-term data g…
Question 59: You want to build a managed Hadoop system as your data lake. The data transformation process is composed of a series of Hadoop jobs executed in sequence. To ac…
Question 60: Your company's on-premises Apache Hadoop servers are approaching end-of-life, and IT has decided to migrate the cluster to Google Cloud Dataproc. A like-for- l…
Question 61: You need to deploy additional dependencies to all nodes of a Cloud Dataproc cluster at startup using an existing initialization action. Company security polici…
Question 62: You want to archive data in Cloud Storage. Because some data is very sensitive, you want to use the `Trust No One` (TNO) approach to encrypt your data to preve…