Google dumpscollection vce Professional-data-engineer Questions Latest by Camila q134 vce pdf

Page: 12 / 18

Exam Name:	Google Professional Data Engineer Exam
Exam Code:	Professional-Data-Engineer Dumps
Vendor:	Google	Certification:	Google Cloud Certified
Questions:	400 Q&A's	Shared By:	camila

Question 48

You are building new real-time data warehouse for your company and will use Google BigQuery streaming inserts. There is no guarantee that data will only be sent in once but you do have a unique ID for each row of data and an event timestamp. You want to ensure that duplicates are not included while interactively querying data. Which query type should you use?

Options:

Include ORDER BY DESK on timestamp column and LIMIT to 1.

Use GROUP BY on the unique ID column and timestamp column and SUM on the values.

Use the LAG window function with PARTITION by unique ID along with WHERE LAG IS NOT NULL.

Use the ROW_NUMBER window function with PARTITION by unique ID along with WHERE row equals 1.

Discussion

Lennie

I passed my exam and achieved wonderful score, I highly recommend it.

Emelia Sep 25, 2026

I think I'll give Cramkey a try next time I take a certification exam. Thanks for the recommendation!

Kylo

What makes Cramkey Dumps so reliable? Please guide.

Sami Sep 10, 2026

Well, for starters, they have a team of experts who are constantly updating their material to reflect the latest changes in the industry. Plus, they have a huge database of questions and answers, which makes it easy to study and prepare for the exam.

Inaaya

Are these Dumps worth buying?

Fraser Sep 20, 2026

Yes, of course, they are necessary to pass the exam. They give you an insight into the types of questions that could come up and help you prepare effectively.

Ace

No problem! I highly recommend Cramkey Dumps to anyone looking to pass their certification exams. They will help you feel confident and prepared on exam day. Good luck!

Harris Sep 15, 2026

That sounds amazing. I'll definitely check them out. Thanks for the recommendation!

Question 49

You are creating a model to predict housing prices. Due to budget constraints, you must run it on a single resource-constrained virtual machine. Which learning algorithm should you use?

Options:

Linear regression

Logistic classification

Recurrent neural network

Feedforward neural network

Discussion

Question 50

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?

Options:

Use a fixed-time window with a duration of 60 minutes.

Use a sliding time window with a duration of 60 minutes.

Use a session window with a gap time duration of 60 minutes.

Use a global window with a time based trigger with a delay of 60 minutes.

Discussion

Question 51

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?

Options:

Cloud SQL

BigQuery

Cloud Bigtable

Cloud Datastore

Discussion

Page: 12 / 18

Title

Questions

Posted

google.freetechexam.full access professional-data-engineer tutorials.by antonio.q268.vce.pdf