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MLA-C01 · Question #133

MLA-C01 Question #133: Real Exam Question with Answer & Explanation

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Data Preparation for Machine Learning

Question

A company wants to build a real-time analytics application that uses streaming data from social media. An ML engineer must implement a solution that ingests and transforms 5 GB of data each minute. The solution also must load the data into a data store that supports fast queries for the real-time analytics. Which solution will meet these requirements?

Options

  • AUse Amazon EventBridge to ingest the social media data. Use AWS Glue to transform the data.
  • BUse Amazon Simple Queue Service (Amazon SQS) to ingest the social media data. Use AWS
  • CUse Amazon Simple Notification Service (Amazon SNS) to ingest the social media data. Use
  • DUse Amazon Kinesis Data Streams to ingest the social media data. Use Amazon Managed

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Topics

#Streaming Data Ingestion#Real-time Analytics#AWS Kinesis#Data Pipelines
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