MLA-C01 Domain 1: Data Preparation for Machine Learning

What is the MOST appropriate AWS solution to run ETL on large datasets in a data lake?

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Glue provides serverless Spark ETL.

Correct answer(s): d. 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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