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AIP-C01 · Question #6

AIP-C01 Question #6: Real Exam Question with Answer & Explanation

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Data for Generative AI

Question

A financial services company needs to pre-process unstructured data such as customer transcripts, financial reports, and documentation. The company stores the unstructured data in Amazon S3 to support an Amazon Bedrock application. The company must validate data quality, create auditable metadata, monitor data metrics, and customize text chunking to optimize foundation model (FM) performance. Which solution will meet these requirements with the LEAST development effort?

Options

  • AUse Amazon SageMaker Data Wrangler to create a data flow. Configure Amazon CloudWatch
  • BSet up an AWS Glue crawler to catalog data sources. Create AWS Glue ETL jobs to run custom
  • CUse Amazon Comprehend to extract entities. Create an AWS Lambda function to chunk text. Run
  • DCreate an AWS Step Functions workflow to orchestrate data pre-processing tasks. Run custom

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Topics

#Data Preprocessing#AWS Glue#Text Chunking#Data Catalog
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