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Google Associate Data Practitioner Sample Questions (Q10-Q15):
NEW QUESTION # 10
Your company's customer support audio files are stored in a Cloud Storage bucket. You plan to analyze the audio files' metadata and file content within BigQuery to create inference by using BigQuery ML. You need to create a corresponding table in BigQuery that represents the bucket containing the audio files. What should you do?
- A. Create an external table.
- B. Create a native table.
- C. Create a temporary table.
- D. Create an object table.
Answer: D
NEW QUESTION # 11
Your organization needs to store historical customer order dat
a. The data will only be accessed once a month for analysis and must be readily available within a few seconds when it is accessed. You need to choose a storage class that minimizes storage costs while ensuring that the data can be retrieved quickly. What should you do?
- A. Store the data in Cloud Storage using Standard storage.
- B. Store the data in Cloud Storage using Coldline storage.
- C. Store the data in Cloud Storage using Archive storage.
- D. Store the data in Cloud Storage using Nearline storage.
Answer: D
NEW QUESTION # 12
Following a recent company acquisition, you inherited an on- premises data infrastructure that needs to move to Google Cloud. The acquired system has 250 Apache Airflow directed acyclic graphs (DAGs) orchestrating data pipelines. You need to migrate the pipelines to a Google Cloud managed service with minimal effort. What should you do?
- A. Create a new Cloud Composer environment and copy DAGS to the Cloud Composer dags/folder.
- B. Create a Google Kubernetes Engine (GKE) standard cluster and deploy Airflow as a workload. Migrate all DAGs to the new Airflow environment.
- C. Convert each DAG to a Cloud Workflow and automate the execution with Cloud Scheduler.
- D. Create a Cloud Data Fusion instance. For each DAG, create a Cloud Data Fusion pipeline.
Answer: A
NEW QUESTION # 13
Your company stores historical data in Cloud Storage. You need to ensure that all data is saved in a bucket for at least three years. What should you do?
- A. Set temporary object holds.
- B. Enable Object Versioning.
- C. Set a bucket retention policy.
- D. Change the bucket storage class to Archive.
Answer: C
NEW QUESTION # 14
Your team is building several data pipelines that contain a collection of complex tasks and dependencies that you want to execute on a schedule, in a specific order. The tasks and dependencies consist of files in Cloud Storage, Apache Spark jobs, and data in BigQuery. You need to design a system that can schedule and automate these data processing tasks using a fully managed approach. What should you do?
- A. Create directed acyclic graphs (DAGS) in Cloud Composer. Use the appropriate operators to connect to Cloud Storage, Spark, and BigQuery.
- B. Create directed acyclic graphs (DAGS) in Apache Airflow deployed on Google Kubernetes Engine. Use the appropriate operators to connect to Cloud Storage, Spark, and BigQuery.
- C. Use Cloud Scheduler to schedule the jobs to run.
- D. Use Cloud Tasks to schedule and run the jobs asynchronously.
Answer: A
NEW QUESTION # 15
......
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