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 21 of 32.

Question 212: You work for a large ecommerce company. You are using Pub/Sub to ingest the clickstream data to Google Cloud for analytics. You observe that when a new subscri…
Question 213: You are designing the architecture to process your data from Cloud Storage to BigQuery by using Dataflow. The network team provided you with the Shared VPC net…
Question 214: You migrated your on-premises Apache Hadoop Distributed File System (HDFS) data lake to Cloud Storage. The data scientist team needs to process the data by usi…
Question 215: You currently have transactional data stored on-premises in a PostgreSQL database. To modernize your data environment, you want to run transactional workloads…
Question 216: You are migrating a large number of files from a public HTTPS endpoint to Cloud Storage. The files are protected from unauthorized access using signed URLs. Yo…
Question 217: You need to connect multiple applications with dynamic public IP addresses to a Cloud SQL instance. You configured users with strong passwords and enforced the…
Question 218: You are preparing an organization-wide dataset. You need to preprocess customer data stored in a restricted bucket in Cloud Storage. The data will be used to c…
Question 219: You have a table that contains millions of rows of sales data, partitioned by date. Various applications and users query this data many times a minute. The que…
Question 220: You are managing a Dataplex environment with raw and curated zones. A data engineering team is uploading JSON and CSV files to a bucket asset in the curated zo…
Question 221: You work for a farming company. You have one BigQuery table named sensors, which is about 500 MB and contains the list of your 5000 sensors, with columns for i…