CodeBreakfast: Soda – Data Quality & Reliability Workshop for Data Engineers

June 15, 2022 / GoDataDriven office, Wibautstraat 202, Amsterdam


  • Wednesday, June 15th
  • 8:30 – 10:30 CET (doors open, breakfast is served, from 8 AM onwards)
  • GoDataDriven office, Wibautstraat 200, Amsterdam

What to Expect

Join Albin and Cor for a hands-on coding workshop to experience how you can effectively manage data reliability and quality incidents with an end-to-end workflow to find, analyze, and resolve data issues across the entire data product lifecycle, automatically alerting the right people at the right time.

You will use Soda’s Open-source tool, Soda Core, and a new Domain Specific Language, SodaCL, to build data quality checks into your data systems. SodaCL introduces:
Human readable data quality checks that everyone can understand
Easy and powerful domain-specific language to create coverage fast
Out-of-the-box check templates and smart suggestions

The workshop will run on a ‘hackathon-esque’ challenge to experience how Soda works, including testing and validating data, version control, managing data expectations in Git, and how to publish the results to easily collaborate with the business.

You’ll see first-hand how to apply as-code principles to the testing domain to ensure it is highly automatable and that the ongoing management of your data systems is more efficient. You’ll walk away with practical experience on how to design systems in such a way that they become more reliable, and when problems happen, you have the observability to resolve them and maximize data availability.

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