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Analytics

Core

Amazon Kinesis Data Streams

Retained real-time streams with ordered records, replay, and independent consumers.

Key points

  • Kinesis Data Streams retains ordered records by shard and lets consumers maintain independent progress.
  • Partition-key distribution, shard throughput, retention, replay, and consumer mode are central design choices.

Best-known use cases

  • Ingest ordered clickstream, telemetry, or transaction events in real time.
  • Let multiple consumers process and replay the same event stream independently.

What candidates often confuse it with

  • Kinesis Data Streams provides AWS stream primitives; MSK is the Kafka-compatible alternative and Firehose is managed delivery.

Key takeaway

Choose Kinesis Data Streams for replayable real-time records that need ordering and independent consumers.

Relevant exam tasks

  • D1.1 — Task 1.1: Perform data ingestion
  • 1.1.1 — Read data from streaming sources (for example, Amazon Kinesis, Amazon Managed Streaming for Apache Kafka [Amazon MSK], Amazon DynamoDB Streams, AWS DMS, AWS Glue, Amazon Redshift).
  • 1.1.7 — Call a Lambda function from Kinesis.
  • 1.1.9 — Implement throttling and overcoming rate limits (for example, DynamoDB, Amazon RDS, Kinesis).
  • 1.1.10 — Manage fan-in and fan-out for streaming data distribution.
  • 1.1.11 — Describe replayability of data ingestion pipelines.
  • 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]).

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Free AWS Certified Data Engineer - Associate prep

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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

DEA-C01 topics and reference map

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