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MLS-C01 · Question #297

MLS-C01 Question #297: Real Exam Question with Answer & Explanation

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ML Implementation and Operations

Question

A company has a podcast platform that has thousands of users. The company implemented an algorithm to detect low podcast engagement based on a 10-minute running window of user events such as listening to, pausing, and closing the podcast. A machine learning (ML) specialist is designing the ingestion process for these events. The ML specialist needs to transform the data to prepare the data for inference. How should the ML specialist design the transformation step to meet these requirements with the LEAST operational effort?

Options

  • AUse an Amazon Managed Streaming for Apache Kafka (Amazon MSK) cluster to ingest event
  • BUse Amazon Kinesis Data Streams to ingest event data. Store the data in Amazon S3 by using
  • CUse Amazon Kinesis Data Streams to ingest event data. Use Amazon Kinesis Data Analytics to
  • DUse an Amazon Managed Streaming for Apache Kafka (Amazon MSK) cluster to ingest event

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Topics

#Data Ingestion#Stream Processing#Real-time Data Transformation#Operational Efficiency
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