SAA-C003 - Chapter 9: Data Ingestion, Transformation, and Analytics

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Last updated 8:50 PM on 6/15/26
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6 Terms

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AWS Lake Formation

create a data lake from all of your data, regardless of whether it’s stored on AWS or on-premises

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What services can data be pulled from in the ingestion process?

  • S3

  • RDS

  • CloudFront

  • CloudTrail

  • Billing

  • Elastic Load Balancing

  • on-premises

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Transformation

Takes the data from ingestion and formats, combines, eliminates duplicates, corrupt or otherwise undesirable data(cleaning)

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AWS Transfer Family

3 protocols:

  1. File Transfer Protocol (FTP)

  2. Secure Shell (SSH) File Transfer Protocol (SFTP)

  3. File Transfer Protocol over SSL (FTPS)

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Kinesis

a collection of services that let you collect, process, store, and deliver STREAMING data

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Kinesis types of services

  • Kinesis Video Streams

  • Kinesis Data Streams

  • Kinesis Data Firehose (I use this with the metric EC2 tracking)