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Amazon MLS-C01 Exam - Topic 5 Question 12 Discussion

A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the company's Amazon S3-based data lake.The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of:* Real-time analytics* Interactive analytics of historical data* Clickstream analytics* Product recommendationsWhich services should the Specialist use?
A) AWS Glue as the data dialog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for real-time data insights; Amazon Kinesis Data Firehose for delivery to Amazon ES for clickstream analytics; Amazon EMR to generate personalized product recommendations
B) Amazon Athena as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for near-realtime data insights; Amazon Kinesis Data Firehose for clickstream analytics; AWS Glue to generate personalized product recommendations
C) AWS Glue as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for historical data insights; Amazon Kinesis Data Firehose for delivery to Amazon ES for clickstream analytics; Amazon EMR to generate personalized product recommendations
D) Amazon Athena as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for historical data insights; Amazon DynamoDB streams for clickstream analytics; AWS Glue to generate personalized product recommendations

Amazon MLS-C01 Exam - Topic 5 Question 12 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 12
Topic #: 5
[All MLS-C01 Questions]

A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the company's Amazon S3-based data lake.

The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of:

* Real-time analytics

* Interactive analytics of historical data

* Clickstream analytics

* Product recommendations

Which services should the Specialist use?

Show Suggested Answer Hide Answer
Suggested Answer: A

by Eladia at May 08, 2022, 04:01 PM

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Coletta
7 months ago
D is interesting, but DynamoDB for clickstream? Not sure about that.
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Linn
7 months ago
C has a good mix for historical data insights.
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Norah
8 months ago
Surprised that no one mentioned Amazon Redshift for analytics!
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Alisha
8 months ago
I disagree, B seems better for near-real-time insights.
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Argelia
8 months ago
I think option A is solid for real-time analytics!
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Dorothy
8 months ago
This is a classic cloud migration scenario. I think option B is the way to go - the combination of NLB and Global Accelerator should give you the scalability and low-latency connectivity you need without requiring changes to the existing hardware.
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Francoise
8 months ago
Ah, I think I've got it. Based on the details provided, I'm pretty confident that option D is the best description of the results.
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Leontine
8 months ago
I think the answer might be determinism because saying behavior "came out of nowhere" contradicts the idea that behaviors have specific causes.
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