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 18 of 32.

Question 182: You are deploying a batch pipeline in Dataflow. This pipeline reads data from Cloud Storage, transforms the data, and then writes the data into BigQuery. The s…
Question 183: You are running a Dataflow streaming pipeline, with Streaming Engine and Horizontal Autoscaling enabled. You have set the maximum number of workers to 1000. Th…
Question 184: You have an Oracle database deployed in a VM as part of a Virtual Private Cloud (VPC) network. You want to replicate and continuously synchronize 50 tables to…
Question 185: You are deploying an Apache Airflow directed acyclic graph (DAG) in a Cloud Composer 2 instance. You have incoming files in a Cloud Storage bucket that the DAG…
Question 186: You are planning to use Cloud Storage as part of your data lake solution. The Cloud Storage bucket will contain objects ingested from external systems. Each ob…
Question 187: You have several different file type data sources, such as Apache Parquet and CSV. You want to store the data in Cloud Storage. You need to set up an object si…
Question 188: Your business users need a way to clean and prepare data before using the data for analysis. Your business users are less technically savvy and prefer to work…
Question 189: You have two projects where you run BigQuery jobs: • One project runs production jobs that have strict completion time SLAs. These are high priority jobs that…
Question 190: You are on the data governance team and are implementing security requirements. You need to encrypt all your data in BigQuery by using an encryption key manage…
Question 191: You maintain ETL pipelines. You notice that a streaming pipeline running on Dataflow is taking a long time to process incoming data, which causes output delays…