MLA-C01 Domain 1: Data Preparation for Machine Learning

A team must detect schema and statistics on S3 data. Which option meets the requirement?

Multiple choice — select one answer

Answer choices

  1. a. Amazon SageMaker Data Wrangler
  2. b. AWS Glue Data Catalog and crawlers
  3. c. Oversampling, weights, or SMOTE techniques in SageMaker
  4. d. AWS Glue

Architectural breakdown & explanation

The Data Catalog stores table metadata.

Correct answer(s): b. AWS Glue Data Catalog and crawlers

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

Official documentation & study links

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