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Exam AWS Certified Machine Learning - Specialty topic 1 question 231 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty
Question #: 231
Topic #: 1
[All AWS Certified Machine Learning - Specialty Questions]

An ecommerce company is collecting structured data and unstructured data from its website, mobile apps, and IoT devices. The data is stored in several databases and Amazon S3 buckets. The company is implementing a scalable repository to store structured data and unstructured data. The company must implement a solution that provides a central data catalog, self-service access to the data, and granular data access policies and encryption to protect the data.

Which combination of actions will meet these requirements with the LEAST amount of setup? (Choose three.)

  • A. Identify the existing data in the databases and S3 buckets. Link the data to AWS Lake Formation.
  • B. Identify the existing data in the databases and S3 buckets. Link the data to AWS Glue.
  • C. Run AWS Glue crawlers on the linked data sources to create a central data catalog.
  • D. Apply granular access policies by using AWS Identity and Access Management (1AM). Configure server-side encryption on each data source.
  • E. Apply granular access policies and encryption by using AWS Lake Formation.
  • F. Apply granular access policies and encryption by using AWS Glue.
Show Suggested Answer Hide Answer
Suggested Answer: ACE 🗳️
by sevosevo at March 18, 2023, 1:56 p.m.
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spinatram
6 months ago
Does Lake Formation provides access policies (IAM)? Encryptions (lake formation supports SSE with KMS)
upvoted 1 times
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backbencher2022
1 year, 6 months ago
Selected Answer: ACE
ACE is correct.
upvoted 1 times
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loict
1 year, 7 months ago
Selected Answer: ACE
A. YES - AWS Lake Formation is fully managed & integrated B. NO - we want to use Lake Formation instead of raw Glue (Formation built on top of Glue) C. YES - Glue used in conjunction with Lake Formation (https://docs.aws.amazon.com/lake-formation/latest/dg/glue-features-lf.html) D. Apply granular access policies by using AWS Identity and Access Management (1AM). Configure server-side encryption on each data source. E. YES - AWS Lake Formation is fully managed & integrated F. NO - we want to use Lake Formation instead of raw Glue
upvoted 1 times
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Mickey321
1 year, 8 months ago
Selected Answer: ACE
Agree A, C, E
upvoted 1 times
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Mllb
2 years, 1 month ago
Selected Answer: ACE
https://docs.aws.amazon.com/lake-formation/latest/dg/what-is-lake-formation.html
upvoted 4 times
Mllb
2 years, 1 month ago
Lake Formation provides a single place to manage access controls for data in your data lake. You can define security policies that restrict access to data at the database, table, column, row, and cell levels. These policies apply to IAM users and roles, and to users and groups when federating through an external identity provider. You can use fine-grained controls to access data secured by Lake Formation within Amazon Redshift Spectrum, Athena, AWS Glue ETL, and Amazon EMR for Apache Spark. Whenever you create IAM identities, make sure to follow IAM best practices.
upvoted 1 times
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DS2021
2 years, 1 month ago
Selected Answer: ACE
ACE looks good
upvoted 3 times
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jackzhao
2 years, 1 month ago
I will choose ACE https://aws.amazon.com/blogs/big-data/build-secure-encrypted-data-lakes-with-aws-lake-formation/
upvoted 3 times
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GiorgioGss
2 years, 1 month ago
ACE looks legit.
upvoted 2 times
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blanco750
2 years, 1 month ago
Selected Answer: ACE
ACE looks correct
upvoted 2 times
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austinoy
2 years, 1 month ago
I'll go with, ACE?
upvoted 2 times
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sevosevo
2 years, 1 month ago
Selected Answer: ACD
A: https://docs.aws.amazon.com/lake-formation/latest/dg/what-is-lake-formation.html C: https://docs.aws.amazon.com/lake-formation/latest/dg/upgrade-glue-lake-formation.html D: https://docs.aws.amazon.com/lake-formation/latest/dg/what-is-lake-formation.html
upvoted 2 times
backbencher2022
1 year, 6 months ago
Option D is incorrect and in fact, Server-side encryption would be discarded in favor of Lakeformation (Glue) encryption as per this AWS document - https://docs.aws.amazon.com/glue/latest/dg/encryption-security-configuration.html ACE are the correct options.
upvoted 1 times
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