Google Cloud Data Engineer Professional Professional Data Engineer Exam Questions in PDF

Free Google Professional Data Engineer Dumps Questions (page: 4)

Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing.
What should you do first?

  1. Use Google Stackdriver Audit Logs to review data access.
  2. Get the identity and access management IIAM) policy of each table
  3. Use Stackdriver Monitoring to see the usage of BigQuery query slots.
  4. Use the Google Cloud Billing API to see what account the warehouse is being billed to.

Answer(s): A



Your company is migrating their 30-node Apache Hadoop cluster to the cloud. They want to re-use Hadoop jobs they have already created and minimize the management of the cluster as much as possible. They also want to be able to persist data beyond the life of the cluster.
What should you do?

  1. Create a Google Cloud Dataflow job to process the data.
  2. Create a Google Cloud Dataproc cluster that uses persistent disks for HDFS.
  3. Create a Hadoop cluster on Google Compute Engine that uses persistent disks.
  4. Create a Cloud Dataproc cluster that uses the Google Cloud Storage connector.
  5. Create a Hadoop cluster on Google Compute Engine that uses Local SSD disks.

Answer(s): D



Business owners at your company have given you a database of bank transactions. Each row contains the user ID, transaction type, transaction location, and transaction amount. They ask you to investigate what type of machine learning can be applied to the dat

  1. Which three machine learning applications can you use? (Choose three.)
  2. Supervised learning to determine which transactions are most likely to be fraudulent.
  3. Unsupervised learning to determine which transactions are most likely to be fraudulent.
  4. Clustering to divide the transactions into N categories based on feature similarity.
  5. Supervised learning to predict the location of a transaction.
  6. Reinforcement learning to predict the location of a transaction.
  7. Unsupervised learning to predict the location of a transaction.

Answer(s): B,C,D



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-like migration of the cluster would require 50 TB of Google Persistent Disk per node. The CIO is concerned about the cost of using that much block storage. You want to minimize the storage cost of the migration.
What should you do?

  1. Put the data into Google Cloud Storage.
  2. Use preemptible virtual machines (VMs) for the Cloud Dataproc cluster.
  3. Tune the Cloud Dataproc cluster so that there is just enough disk for all data.
  4. Migrate some of the cold data into Google Cloud Storage, and keep only the hot data in Persistent Disk.

Answer(s): B


Reference:



You work for a car manufacturer and have set up a data pipeline using Google Cloud Pub/Sub to capture anomalous sensor events. You are using a push subscription in Cloud Pub/Sub that calls a custom HTTPS endpoint that you have created to take action of these anomalous events as they occur. Your custom HTTPS endpoint keeps getting an inordinate amount of duplicate messages.
What is the most likely cause of these duplicate messages?

  1. The message body for the sensor event is too large.
  2. Your custom endpoint has an out-of-date SSL certificate.
  3. The Cloud Pub/Sub topic has too many messages published to it.
  4. Your custom endpoint is not acknowledging messages within the acknowledgement deadline.

Answer(s): B



Share your comments for Google Professional Data Engineer exam with other users:

C
CiscoStudent
11/15/2023 5:29:00 AM

in question 272 the right answer states that an autonomous acces point is "configured and managed by the wlc" but this is not what i have learned in my ccna course. is this a mistake? i understand that lightweight aps are managed by wlc while autonomous work as standalones on the wlan.

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pankaj
9/28/2023 4:36:00 AM

it was helpful

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User123
10/8/2023 9:59:00 AM

good question

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vinay
9/4/2023 10:23:00 AM

really nice

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Usman
8/28/2023 10:07:00 AM

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Q44
7/30/2023 11:50:00 AM

ans is coldline i think

A
Anuj
12/21/2023 1:30:00 PM

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Giri
9/13/2023 10:31:00 PM

can you please provide dumps so that it helps me more

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Aaron
2/8/2023 12:10:00 AM

thank you for providing me with the updated question and answers. this version has all the questions from the exam. i just saw them in my exam this morning. i passed my exam today.

S
Sarwar
12/21/2023 4:54:00 PM

how i can see exam questions?

C
Chengchaone
9/11/2023 10:22:00 AM

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M
Mouli
9/2/2023 7:02:00 AM

question 75: option c is correct answer

J
JugHead
9/27/2023 2:40:00 PM

please add this exam

S
sushant
6/28/2023 4:38:00 AM

please upoad

J
John
8/7/2023 12:09:00 AM

has anyone recently attended safe 6.0 certification? is it the samq question from here.

B
Blessious Phiri
8/14/2023 3:49:00 PM

expository experience

C
concerned citizen
12/29/2023 11:31:00 AM

52 should be b&c. controller failure has nothing to do with this type of issue. degraded state tells us its a raid issue, and if the os is missing then the bootable device isnt found. the only other consideration could be data loss but thats somewhat broad whereas b&c show understanding of the specific issues the question is asking about.

D
deedee
12/23/2023 5:10:00 PM

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Samir
8/1/2023 3:07:00 PM

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Saeed
11/7/2023 3:14:00 AM

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Matiullah
6/24/2023 7:37:00 AM

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SN
9/5/2023 2:25:00 PM

good resource

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Zoubeyr
9/8/2023 5:56:00 AM

question 11 : d

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User
8/29/2023 3:24:00 AM

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C
CW
7/6/2023 7:37:00 PM

good questions. thanks.

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Farooqi
11/21/2023 1:37:00 AM

good for practice.

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Isaac
10/28/2023 2:30:00 PM

great case study

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Malviya
2/3/2023 9:10:00 AM

the questions in this exam dumps is valid. i passed my test last monday. i only whish they had their pricing in inr instead of usd. but it is still worth it.

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rsmyth
5/18/2023 12:44:00 PM

q40 the answer is not d, why are you giving incorrect answers? snapshot consolidation is used to merge the snapshot delta disk files to the vm base disk

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Keny
6/23/2023 9:00:00 PM

thanks, very relevant

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Muhammad Rawish Siddiqui
11/29/2023 12:14:00 PM

wrong answer. it is true not false.

J
Josh
7/10/2023 1:54:00 PM

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VINNY
6/2/2023 11:59:00 AM

very good use full

A
Andy
12/6/2023 5:56:00 AM

very valid questions

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