Google Cloud Data Engineer Professional Professional Data Engineer Dumps in PDF

Free Google Professional Data Engineer Real Questions (page: 3)

You are designing a basket abandonment system for an ecommerce company. The system will send a message to a user based on these rules:

No interaction by the user on the site for 1 hour

Has added more than $30 worth of products to the basket

Has not completed a transaction

You use Google Cloud Dataflow to process the data and decide if a message should be sent. How should you design the pipeline?

  1. Use a fixed-time window with a duration of 60 minutes.
  2. Use a sliding time window with a duration of 60 minutes.
  3. Use a session window with a gap time duration of 60 minutes.
  4. Use a global window with a time based trigger with a delay of 60 minutes.

Answer(s): C



Your company handles data processing for a number of different clients. Each client prefers to use their own suite of analytics tools, with some allowing direct query access via Google BigQuery. You need to secure the data so that clients cannot see each other's dat

  1. You want to ensure appropriate access to the data.
    Which three steps should you take? (Choose three.)
  2. Load data into different partitions.
  3. Load data into a different dataset for each client.
  4. Put each client's BigQuery dataset into a different table.
  5. Restrict a client's dataset to approved users.
  6. Only allow a service account to access the datasets.
  7. Use the appropriate identity and access management (IAM) roles for each client's users.

Answer(s): B,D,F



You want to process payment transactions in a point-of-sale application that will run on Google Cloud Platform. Your user base could grow exponentially, but you do not want to manage infrastructure scaling.

Which Google database service should you use?

  1. Cloud SQL
  2. BigQuery
  3. Cloud Bigtable
  4. Cloud Datastore

Answer(s): A



You want to use a database of information about tissue samples to classify future tissue samples as either normal or mutated. You are evaluating an unsupervised anomaly detection method for classifying the tissue samples.
Which two characteristic support this method? (Choose two.)

  1. There are very few occurrences of mutations relative to normal samples.
  2. There are roughly equal occurrences of both normal and mutated samples in the database.
  3. You expect future mutations to have different features from the mutated samples in the database.
  4. You expect future mutations to have similar features to the mutated samples in the database.
  5. You already have labels for which samples are mutated and which are normal in the database.

Answer(s): A,D

Explanation:

Unsupervised anomaly detection techniques detect anomalies in an unlabeled test data set under the assumption that the majority of the instances in the data set are normal by looking for instances that seem to fit least to the remainder of the data set.
https://en.wikipedia.org/wiki/Anomaly_detection



You need to store and analyze social media postings in Google BigQuery at a rate of 10,000 messages per minute in near real-time. Initially, design the application to use streaming inserts for individual postings. Your application also performs data aggregations right after the streaming inserts. You discover that the queries after streaming inserts do not exhibit strong consistency, and reports from the queries might miss in-flight dat

  1. How can you adjust your application design?
  2. Re-write the application to load accumulated data every 2 minutes.
  3. Convert the streaming insert code to batch load for individual messages.
  4. Load the original message to Google Cloud SQL, and export the table every hour to BigQuery via streaming inserts.
  5. Estimate the average latency for data availability after streaming inserts, and always run queries after waiting twice as long.

Answer(s): D

Explanation:

The data is first comes to buffer and then written to Storage. If we are running queries in buffer we will face above mentioned issues. If we wait for the bigquery to write the data to storage then we won't face the issue. So We need to wait till it's written tio storage



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

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Timi
8/19/2023 5:30:00 PM

my first attempt

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Blessious Phiri
8/13/2023 10:32:00 AM

very explainable

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m7md ibrahim
5/26/2023 6:21:00 PM

i think answer of q 462 is variance analysis

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Tehu
5/25/2023 12:25:00 PM

hi i need see questions

A
Ashfaq Nasir
1/17/2024 1:19:00 AM

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R
Roberto
11/27/2023 12:33:00 AM

very interesting repository

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Nale
9/18/2023 1:51:00 PM

american history 1

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Tanvi
9/27/2023 4:02:00 AM

good level of questions

B
Boopathy
8/17/2023 1:03:00 AM

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s_123
8/12/2023 4:28:00 PM

do we need c# coding to be az204 certified

B
Blessious Phiri
8/15/2023 3:38:00 PM

excellent topics covered

M
Manasa
12/5/2023 3:15:00 AM

are these really financial cloud questions and answers, seems these are basic admin question and answers

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Not Robot
5/14/2023 5:33:00 PM

are these comments real

K
kriah
9/4/2023 10:44:00 PM

please upload the latest dumps

E
ed
12/17/2023 1:41:00 PM

a company runs its workloads on premises. the company wants to forecast the cost of running a large application on aws. which aws service or tool can the company use to obtain this information? pricing calculator ... the aws pricing calculator is primarily used for estimating future costs

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Muru
12/29/2023 10:23:00 AM

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Tech Lady
10/17/2023 12:36:00 PM

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Mike
8/20/2023 5:12:00 PM

the exam dumps are helping me get a solid foundation on the practical techniques and practices needed to be successful in the auditing world.

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Nobody
9/18/2023 6:35:00 PM

q 14 should be dmz sever1 and notepad.exe why does note pad have a 443 connection

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Muhammad Rawish Siddiqui
12/4/2023 12:17:00 PM

question # 108, correct answers are business growth and risk reduction.

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Emmah
7/29/2023 9:59:00 AM

are these valid chfi questions

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Mort
10/19/2023 7:09:00 PM

question: 162 should be dlp (b)

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Eknath
10/4/2023 1:21:00 AM

good exam questions

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Nizam
6/16/2023 7:29:00 AM

I have to say this is really close to real exam. Passed my exam with this.

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poran
11/20/2023 4:43:00 AM

good analytics question

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Antony
11/23/2023 11:36:00 AM

this looks accurate

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Ethan
8/23/2023 12:52:00 AM

question 46, the answer should be data "virtualization" (not visualization).

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nSiva
9/22/2023 5:58:00 AM

its useful.

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Ranveer
7/26/2023 7:26:00 PM

Pass this exam 3 days ago. The PDF version and the Xengine App is quite useful.

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Sanjay
8/15/2023 10:22:00 AM

informative for me.

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Tom
12/12/2023 8:53:00 PM

question 134s answer shoule be "dlp"

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Alex
11/7/2023 11:02:00 AM

in 72 the answer must be [sys_user_has_role] table.

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Finn
5/4/2023 10:21:00 PM

i appreciated the mix of multiple-choice and short answer questions. i passed my exam this morning.

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AJ
7/13/2023 8:33:00 AM

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