Databricks Delta Lake vs Data Lake ETL: Overview and Comparison

Discover the differences between a native data lake ETL tool and Delta Lake, and learn why leading organizations choose a data lake approach to manage and analyze their streaming data.


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What will you learn from this comparison guide?

  • Why storing transactional data in a data lake is challenging, and how organizations address this challenge.
  • Pros and cons of the Delta Lake approach versus using Upsolver for data transformation.
  • Implementing change-data-capture (CDC) in a cloud data lake using Amazon S3 and Upsolver.
  • Use cases and reference architecture.
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