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Exam Code:Professional-Data-Engineer
Exam Name:Google Cloud Certified - Professional Data Engineer exam
Certification Provider:Google
Free Question Number:43
Version:v2019-05-20
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# of Questions views:5799
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Recent Comments (The most recent comments are at the top.)

Pandora   - Jun 11, 2021

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GK   - Aug 13, 2019

No.# I would go with D (of the tools presented, Spark is the fastest one).

GK   - Aug 13, 2019

No.# Shouldn't it be B,E? Because C suggests creating a standard SQL view over a legacy SQL view, and "A standard SQL query cannot reference a view defined using legacy SQL syntax." ( https://cloud.google.com/bigquery/docs/views-intro )

GK   - Aug 12, 2019

No.# I would say A. Even though the text mentions transactions, when they say Business Intelligence and the Google Cloud... that's BigQuery: https://cloud.google.com/solutions/business-intelligence/

GK   - Aug 12, 2019

No.# Answer is C (you need to configure max workers in order for the cluster to scale automatically)

Bruno Pistone   - Aug 09, 2019

No.# C is the right answer. Watermarks are the notion of when the system expects that all data in a certain window has arrived in the pipeline

Bruno Pistone   - Aug 09, 2019

No.# Correct Answer is B.

https://cloud.google.com/bigquery/docs/youtube-channel-transfer

GK   - Aug 08, 2019

No.# I would go with BCD (unsupervised learning can be used to determine "out-of-the-normal-pattern" items, so it could be used to flag potentially fraudulent transactions).

Predicting the location requires providing a label (the location), so it cannot be done with unsupervised.

GK   - Aug 08, 2019

No.# Why not B? This seems to be too much data for Datastore (2 years of data, 100M records/day!). And creating the visualizations manually via the API can be a pain....

GK   - Aug 07, 2019

No.# Should be B (your data is already online). Reference: https://cloud.google.com/bigquery/transfer/

GK   - Aug 07, 2019

No.# Answer should be B

GK   - Aug 07, 2019

No.# Answer should be C . Ref: https://cloud.google.com/pubsub/docs/faq

GK   - Aug 07, 2019

No.# Answer should be D . Timestamp by itself or as the start of the rowkey is not recommended. Reference: https://cloud.google.com/bigtable/docs/schema-design

MasterKey   - Jul 20, 2019

No.# Correct one is B

MasterKey   - Jul 20, 2019

No.# It is A.

MasterKey   - Jul 20, 2019

No.# it should be B

MasterKey   - Jul 20, 2019

No.# It should be B:. Dataflow scale automatically and monitor the the lag with stackdriver

MasterKey   - Jul 19, 2019

No.# It is E:

masterkey   - Jul 19, 2019

No.# I think it is D.
https://cloud.google.com/pubsub/docs/faq
How do I detect duplicate messages?
Cloud Pub/Sub assigns a unique `message_id` to each message, which can be used to detect duplicate messages received by the subscriber. This will not, however, allow you to detect duplicates resulting from multiple publish requests on the same data. Detecting those will require a unique message identifier to be provided by the publisher. See Cloud Pub/Sub I/O for further discussion.

MasterKey   - Jul 19, 2019

No.# Why not D?

MasterKey   - Jul 19, 2019

No.# BCE would be correct one. ( no way to determine fraudulent or not with given features)

MasterKey   - Jul 19, 2019

No.# CEF as it is looking for NOSQL options

MasterKey   - Jul 19, 2019

No.# B is the correct answer. D does not increase the speed but add complexity and make it run longer.

MasterKey   - Jul 19, 2019

No.# It should be A

Aalok   - Jun 11, 2019

No.# you have recommended using Google Cloud Dataproc so Migrate the workload to Google Cloud Dataflow would be a wrong option. correct one: Use pre-emptible virtual machines (VMs) for the cluster

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