After a design review, leadership requires the team to ingest streaming data for ML. Which approach is MOST reliable?
Multiple choice — select one answer
Answer choices
Architectural breakdown & explanation
Firehose loads streams for training pipelines.
Correct answer(s): c. Amazon Kinesis Data Firehose to S3
Exam domain: Domain 1: Data Engineering (28% weight on the official guide).
Official documentation & study links
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