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Analytics

Core

AWS Lake Formation

Central governance for cataloged data-lake permissions across integrated analytics engines.

Key points

  • Lake Formation governs access to cataloged data-lake resources across integrated analytics engines.
  • Its permissions complement rather than replace IAM, catalog visibility, and access to the underlying storage.

Best-known use cases

  • Centrally govern access to data-lake tables, columns, and rows.
  • Share curated lake data across accounts with consistent permissions.
  • Apply fine-grained permissions across Athena, EMR, Glue, and Redshift access.

What candidates often confuse it with

  • Lake Formation is a governance layer over cataloged lake data, not a query engine or database.

Key takeaway

Use Lake Formation when table-, column-, or row-level lake permissions must remain consistent across engines or accounts.

Relevant exam tasks

  • D2.1 — Task 2.1: Choose a data store
  • 2.1.1 — Implement the appropriate storage services for specific cost and performance requirements (for example, Amazon Redshift, Amazon EMR, AWS Lake Formation, Amazon RDS, Amazon DynamoDB, Amazon Kinesis Data Streams, Amazon Managed Streaming for Apache Kafka [Amazon MSK]).
  • D2.4 — Task 2.4: Design data models and schema evolution
  • 2.4.1 — Design schemas for Amazon Redshift, DynamoDB, and Lake Formation.
  • D4.2 — Task 4.2: Apply authorization mechanisms
  • 4.2.4 — Manage permissions through AWS Lake Formation (for Amazon Redshift, Amazon EMR, Amazon Athena, and Amazon S3).
  • D4.5 — Task 4.5: Understand data privacy and governance
  • 4.5.2 — Implement PII identification (for example, Amazon Macie with Lake Formation).

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Exam Weights

Exam snapshot

DEA-C01 at a glance

Category
Associate
Duration
130 minutes
Questions
65 total; 50 scored and 15 unidentified unscored
Formats
Multiple choice and multiple response
Scoring
100–1,000 scaled score; 720 minimum passing score

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Exam fidelity: AWS documents 65 questions in 130 minutes: 50 scored and 15 unidentified unscored, using multiple-choice and multiple-response formats. This site's practice accuracy and readiness do not reproduce AWS's 100–1,000 scaled scoring or identify unscored items. Difficulty labels describe this site's Associate-level scenario complexity, not an AWS-published question rating.

Reference

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