What is AWS Glue in ML pipelines?

Updated May 5, 2026

Short answer

AWS Glue is a data integration service used for ETL in ML pipelines.

Deep explanation

It helps extract, transform, and load data before feeding it into ML models. It is serverless and integrates with S3 and Redshift.

Real-world example

Used in data preprocessing pipelines.

Common mistakes

  • Skipping data validation step.

Follow-up questions

  • Is Glue serverless?
  • Does it support Python?

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