MLA-C01 Domain 1: Data Preparation for Machine Learning

While troubleshooting latency, engineers determine they must run ETL on large datasets in a data lake. Which action is appropriate? run ETL on large datasets in a data lake.

Multiple choice — select one answer

Answer choices

  1. a. AWS Artifact
  2. b. AWS Glue
  3. c. Amazon SageMaker Data Wrangler
  4. d. AWS Glue Data Catalog and crawlers

Architectural breakdown & explanation

Glue provides serverless Spark ETL.

Correct answer(s): b. AWS Glue

Exam domain: Domain 1: Data Preparation for Machine Learning (28% weight on the official guide).

Official documentation & study links

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