dbt Implementation

Does your data analytics team use any data platform solutions such as Databricks, Snowflake, SQL DB, any onpremise database solutions? Do you build data warehousing datasets for your Business Intelligence and Advanced analytics use case, and you have a custom framwork to manage your platform? then try to answer below questions

  • Do you have a centeralized data catalog of your data platform?
  • Would be able to see the data source?
  • Is your business able to see the business logics?
  • AreĀ  you able to see transformation lineage?
  • Do you still develop your SCD code?
  • Is there a standard way of managing your code?
  • Are you able to document all of your data sets?
  • Do you have right unit testing framework?
  • How fast can you change your platform?

If you are not able to rightly answer above question, you need to move towards dbt way of working.

Why?

  • dbt is data platform agnostic (it works most of leading data platform)
  • You will have centeralized data catalog you can see everything about your data appliaction
  • dataset descriptions (field level)
  • unit test
  • SCD code
  • Lineage
  • transformation logics

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