Learn Analytics Engineering

Learn Analytics Engineering

5 Parts of a Data Pipeline

How to know you need one

Mar 27, 2025
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Raise your hand if you’ve ever been victimized by one of the following:

  • multiple sources of truth, with nobody knowing which is really correct

  • insights “trapped” in the platform generating the data (Hubspot, Google Analytics, Zapier, etc.)

  • metric calculations exclusively in BI tools

  • data gaps

  • manual data refreshes

️These are all signs that a company lacks a p…

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