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Google Professional Machine Learning Engineer Exam - Topic 1 Question 18 Discussion

You are building an ML model to detect anomalies in real-time sensor data. You will use Pub/Sub to handle incoming requests. You want to store the results for analytics and visualization. How should you configure the pipeline?
C) 1 = BigQuery, 2 = AutoML, 3 = Cloud Functions
A) 1 = Dataflow, 2 - Al Platform, 3 = BigQuery
B) 1 = DataProc, 2 = AutoML, 3 = Cloud Bigtable
D) 1 = BigQuery, 2 = Al Platform, 3 = Cloud Storage

Google Professional Machine Learning Engineer Exam - Topic 1 Question 18 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam
Question #: 18
Topic #: 1
[All Professional Machine Learning Engineer Questions]

You are building an ML model to detect anomalies in real-time sensor dat

a. You will use Pub/Sub to handle incoming requests. You want to store the results for analytics and visualization. How should you configure the pipeline?

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Suggested Answer: C

by Gayla at May 06, 2022, 07:01 AM

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Jaleesa
7 months ago
Totally agree with A, it just makes sense for the pipeline!
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Loreen
7 months ago
Wait, Cloud Functions in C? Seems like a weird choice for this.
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Carma
8 months ago
A looks solid, but why not C? BigQuery is great for analytics!
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Azzie
8 months ago
I think B is better, DataProc has more flexibility.
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Staci
8 months ago
Definitely going with A, Dataflow is perfect for real-time!
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Isreal
8 months ago
I’m confused about the storage options; I thought Cloud Storage was more for unstructured data, but I could be wrong.
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Bettina
8 months ago
I think we practiced a similar question where BigQuery was used for analytics, so maybe option A or D could be right.
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Sherill
8 months ago
I'm not entirely sure, but I feel like AutoML might be better suited for model training than what’s in option B.
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Stephaine
8 months ago
I remember we discussed using Dataflow for real-time processing, so I think option A makes sense.
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Mertie
8 months ago
This seems pretty simple, but I want to double-check that I'm putting the text in the right place.
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Marion
8 months ago
I remember we discussed how measured usage relates to billing in cloud services, but I'm not completely sure which mechanism applies.
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Donte
8 months ago
Okay, let me think this through. The question says the billing items do not include charges due to something. Based on the options, it seems like the answer could be data upload, data download, or storage. I'm a bit unsure about computing, so I'll need to double-check that one.
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Sage
8 months ago
Okay, let me think this through. The question is asking about a plan that guides the organization's reaction to a security incident. So it's probably not Unexpected Event Plans or Emergency Incident Plans, since those sound more general. I'll go with Incident Response Plans.
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Maile
8 months ago
I vaguely remember that ZTP scripts can use shell programming, so I'm leaning towards option A or D, but I'm not entirely sure.
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