Data engineers are often responsible for numerous types of data tests: unit tests, integration/component tests, performance tests, and end-to-end tests. Their best hope is to find the automated data testing tools that work for their technologies and try them.
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https://www.eckerson.com/articles/testing-capabilities-and-tools-for-data-engineers-part-2

Testing Capabilities And Tools For Data Engineers: Part 2 - Audio Blog

Listen to data and analytics leaders share the secrets of their success. Wayne Eckerson, long-time global thought leader interviews guests who run data and analytics programs at Fortune 2000 organizations around the world. Tune in to stay abreast of the latest technologies, techniques, and trends in our fast-paced industry.

Testing Capabilities And Tools For Data Engineers: Part 2 - Audio Blog

Secrets of Data & Analytics Leaders