Google Professional Machine Learning Engineer Exam - Topic 6 Question 37 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam

Question #: 37
Topic #: 6

[All Professional Machine Learning Engineer Questions]

You are building a real-time prediction engine that streams files which may contain Personally Identifiable Information (Pll) to Google Cloud. You want to use the Cloud Data Loss Prevention (DLP) API to scan the files. How should you ensure that the Pll is not accessible by unauthorized individuals?

AStream all files to Google CloudT and then write the data to BigQuery Periodically conduct a bulk scan of the table using the DLP API.

BStream all files to Google Cloud, and write batches of the data to BigQuery While the data is being written to BigQuery conduct a bulk scan of the data using the DLP API.

CCreate two buckets of data Sensitive and Non-sensitive Write all data to the Non-sensitive bucket Periodically conduct a bulk scan of that bucket using the DLP API, and move the sensitive data to the Sensitive bucket

CCreate three buckets of data: Quarantine, Sensitive, and Non-sensitive Write all data to the Quarantine bucket.

DPeriodically conduct a bulk scan of that bucket using the DLP API, and move the data to either the Sensitive or Non-Sensitive bucket

Show Suggested Answer

Suggested Answer: A

by Laurel at May 06, 2022, 08:52 AM

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Herminia

4 months ago

I think having three buckets is overkill, just stick to two!

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Reena

4 months ago

DLP API is crucial for protecting PII, good call on using it.

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Lashaunda

4 months ago

Surprised that C suggests moving data after the fact, seems risky!

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Annamaria

4 months ago

I disagree, A could lead to delays in identifying sensitive data.

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Angelica

5 months ago

Option B seems the most efficient for real-time scanning.

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Rachael

5 months ago

I vaguely recall that having a quarantine bucket could help with data classification, so maybe option D is worth considering too.

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Willow

5 months ago

I feel like we practiced a question similar to this where we had to decide between different bucket strategies. I'm leaning towards option C, but I'm not entirely confident.

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Louis

5 months ago

I think option B sounds familiar because it mentions streaming and scanning simultaneously, which seems like a good way to minimize exposure.

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Rosio

5 months ago

I remember we discussed the importance of scanning data before it gets stored, but I'm not sure if bulk scanning after writing to BigQuery is the best approach.

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Franklyn

5 months ago

Alright, the key things I see are that we need to install two additional Disk Boards, make sure the controller slots are available, and get the SAS Expansion license. I'm feeling pretty confident about this one.

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Arlie

5 months ago

Ah, this is a good one! I remember discussing the traceability and transparency benefits of blockchain in the food industry. I think I've got a good handle on this topic, so I'll give it my best shot.

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Marleen

5 months ago

The Cadbury report is the one that comes to mind for me when thinking about corporate governance guidelines in the UK. I'll double-check that against the other options.

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Brittani

5 months ago

Hmm, I'm a bit confused by the wording here. I'll need to make sure I understand the differences between refunding risk, rate risk, and funding risk before I can decide which option is the least accurate.

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Kristian

5 months ago

Okay, I've got this. Variable costs are the costs that change directly with a change in activity, so the statement must be true. I'm confident I can answer this one correctly.

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