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Exam AWS Certified Machine Learning - Specialty topic 1 question 296 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty
Question #: 296
Topic #: 1
[All AWS Certified Machine Learning - Specialty Questions]

A retail company stores 100 GB of daily transactional data in Amazon S3 at periodic intervals. The company wants to identify the schema of the transactional data. The company also wants to perform transformations on the transactional data that is in Amazon S3.

The company wants to use a machine learning (ML) approach to detect fraud in the transformed data.

Which combination of solutions will meet these requirements with the LEAST operational overhead? (Choose three.)

  • A. Use Amazon Athena to scan the data and identify the schema.
  • B. Use AWS Glue crawlers to scan the data and identify the schema.
  • C. Use Amazon Redshift to store procedures to perform data transformations.
  • D. Use AWS Glue workflows and AWS Glue jobs to perform data transformations.
  • E. Use Amazon Redshift ML to train a model to detect fraud.
  • F. Use Amazon Fraud Detector to train a model to detect fraud.
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Suggested Answer: BDF 🗳️
by rav009 at Feb. 21, 2024, 8:36 a.m.
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AIWave
8 months, 1 week ago
Selected Answer: BDF
A: No - Athena queries require much more operational overhead B: Yes - Glue crawlers are made to discover schema C: No - redshift high setup and operational overhead D: Yes - Glue workflows and jobs are made for this E: No - redshift high setup and operational overhead F: Yes - Amazon fraud detector is designed for this
upvoted 3 times
...
AIWave
8 months, 1 week ago
A: No - Athena queries require much more operational overhead B: Yes - Glue crawlers are made to discover schema C: No - redshift high setup and operational overhead D: Yes - Glue workflows and jobs are made for this E: No - redshift high setup and operational overhead F: Amazon fraud detector is designed for this
upvoted 1 times
...
Stokvisss
8 months, 2 weeks ago
Selected Answer: BDF
B, D and F combined bring a serverless solution with the least operational overhead.
upvoted 1 times
...
Adzz
8 months, 2 weeks ago
Selected Answer: BDF
I go with B, D, and F
upvoted 1 times
...
rav009
8 months, 3 weeks ago
Selected Answer: BDF
No need to use Redshift. Serverless solution is with least operational effort.
upvoted 1 times
...
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