MLA-C01 Domain 1: Data Preparation for Machine Learning

During peak traffic, the platform team must detect schema and statistics on S3 data. What should they do FIRST? detect schema and statistics on S3 data.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

The Data Catalog stores table metadata.

Correct answer(s): c. 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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