Data & Model Tests

Model Testing

  1. A great :P unit test and logging post on medium - it’s actually mine :)

  2. A mind blowing lecture about unit testing your data using Voluptuous & engrade & TDDA lecture

  3. Unit tests in python

  4. Unit tests in python - youtube

  5. Unit tests asserts

  6. Auger - automatic unit tests, has a blog post inside, doesn't work with py 3+

  7. A rather naive unit tests article aimed for DS

  8. A good pytest tutorial

  9. Mock, mock 2

Data Testing

  1. Great expectations, article, “TDDA” for Unit tests and CI, Youtube

  2. DataProfiler git

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