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MLA-C01 · Question #176

MLA-C01 Question #176: Real Exam Question with Answer & Explanation

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Data Preparation for Machine Learning

Question

A company collects customer data every day. The company stores the data as compressed files in an Amazon S3 bucket that is partitioned by date. Every month, analysts download the data, process the data to check the data quality, and then upload the data to Amazon QuickSight dashboards. An ML engineer needs to implement a solution to automatically check the data quality before the data is sent to QuickSight. Which solution will meet these requirements with the LEAST operational overhead?

Options

  • ARun an AWS Glue crawler every month to update the AWS Glue Data Catalog. Use AWS Glue
  • BUse an AWS Glue trigger to run an AWS Glue crawler every month to update the AWS Glue Data
  • CRun Python scripts on an AWS Lambda function every month to evaluate data quality. Configure
  • DConfigure the S3 bucket to send event notifications to an Amazon Simple Queue Service

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Topics

#Data Quality#AWS Glue#Data Catalog#Serverless Architecture
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