Roy Green Roy Green's Profile Page

Roy Green Roy Green

0 Course Enrolled • 0 Course Completed

Biography

2025 New Professional-Data-Engineer Test Question | Perfect Google Certified Professional Data Engineer Exam 100% Free PDF Download

The experts and professors of our company have designed the three different versions of the Professional-Data-Engineer study materials, including the PDF version, the online version and the software version. Now we are going to introduce the online version for you. There are a lot of advantages about the online version of the Professional-Data-Engineer Study Materials from our company. For instance, the online version can support any electronic equipment and it is not limited to all electronic equipment.

Difficulty in Attempting Google Professional Data Engineer Exam Certification

If the user has successfully passed the professional-data-engineer practice exam and has been through professional-data-engineer exam dumps then the certification exam will not be too much difficult as the user has shown aptitude for understanding complicated processes.

>> New Professional-Data-Engineer Test Question <<

Professional-Data-Engineer PDF Download | Professional-Data-Engineer Real Brain Dumps

The Google Professional-Data-Engineer desktop-based practice exam software is beneficial for you to evaluate and enhance your knowledge before taking the Google Certified Professional Data Engineer Exam Exam Questions. All of the features of our online Professional-Data-Engineer Practice Test software are included in our desktop windows-based Google Professional-Data-Engineer practice exam software.

Google Certified Professional Data Engineer Exam Sample Questions (Q101-Q106):

NEW QUESTION # 101
You want to analyze hundreds of thousands of social media posts daily at the lowest cost and with the fewest steps.
You have the following requirements:
* You will batch-load the posts once per day and run them through the Cloud Natural Language API.
* You will extract topics and sentiment from the posts.
* You must store the raw posts for archiving and reprocessing.
* You will create dashboards to be shared with people both inside and outside your organization.
You need to store both the data extracted from the API to perform analysis as well as the raw social media posts for historical archiving. What should you do?

A. Store the social media posts and the data extracted from the API in BigQuery.
B. Store the social media posts and the data extracted from the API in Cloud SQL.
C. Store the raw social media posts in Cloud Storage, and write the data extracted from the API into BigQuery.
D. Feed to social media posts into the API directly from the source, and write the extracted data from the API into BigQuery.

Answer: C

Explanation:
Social media posts can images/videos which cannot be stored in bigquery/

NEW QUESTION # 102
You are designing storage for very large text files for a data pipeline on Google Cloud. You want to support ANSI SQL queries. You also want to support compression and parallel load from the input locations using Google recommended practices. What should you do?

A. Compress text files to gzip using the Grid Computing Tools. Use Cloud Storage, and then import into Cloud Bigtable for query.
B. Transform text files to compressed Avro using Cloud Dataflow. Use BigQuery for storage and query.
C. Transform text files to compressed Avro using Cloud Dataflow. Use Cloud Storage and BigQuery permanent linked tables for query.
D. Compress text files to gzip using the Grid Computing Tools. Use BigQuery for storage and query.

Answer: A

NEW QUESTION # 103
A TensorFlow machine learning model on Compute Engine virtual machines (n2-standard -32) takes two days to complete framing. The model has custom TensorFlow operations that must run partially on a CPU You want to reduce the training time in a cost-effective manner. What should you do?

A. Train the model using a VM with a TPU hardware accelerator
B. Change the VM type to n2-highmem-32
C. Train the model using a VM with a GPU hardware accelerator
D. Change the VM type to e2 standard-32

Answer: C

NEW QUESTION # 104
You want to automate execution of a multi-step data pipeline running on Google Cloud. The pipeline includes Cloud Dataproc and Cloud Dataflow jobs that have multiple dependencies on each other. You want to use managed services where possible, and the pipeline will run every day. Which tool should you use?

A. Cloud Scheduler
B. Cloud Composer
C. cron
D. Workflow Templates on Cloud Dataproc

Answer: B

NEW QUESTION # 105
You are building a model to make clothing recommendations. You know a user's fashion pis likely to change over time, so you build a data pipeline to stream new data back to the model as it becomes available. How should you use this data to train the model?

A. Continuously retrain the model on a combination of existing data and the new data.
B. Train on the new data while using the existing data as your test set.
C. Train on the existing data while using the new data as your test set.
D. Continuously retrain the model on just the new data.

Answer: B

NEW QUESTION # 106
......

All consumers who are interested in Professional-Data-Engineer guide materials can download our free trial database at any time by visiting our platform. During the trial process, you can learn about the three modes of Professional-Data-Engineer study quiz and whether the presentation and explanation of the topic in Professional-Data-Engineer Preparation questions is consistent with what you want. If you are interested in our products, I believe that after your trial, you will certainly not hesitate to buy it.

Professional-Data-Engineer PDF Download: https://www.actualcollection.com/Professional-Data-Engineer-exam-questions.html

Cookie	Duration	Description
cookielawinfo-checkbox-analytics	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
cookielawinfo-checkbox-functional	11 months	The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
cookielawinfo-checkbox-necessary	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
cookielawinfo-checkbox-others	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
cookielawinfo-checkbox-performance	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
viewed_cookie_policy	11 months	The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.

Roy Green Roy Green

Biography

COOKIE NOTICE