Troubleshooting & Testing - FSDL 2022

Troubleshooting & Testing - FSDL 2022

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Testing software

2 of 15

2 of 15

Testing software

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Troubleshooting & Testing - FSDL 2022

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  1. 1 Overview
  2. 2 Testing software
  3. 3 Testing tools: pytest, doctests, codecov
  4. 4 Clean code tools: black, flake8, shellcheck
  5. 5 Automation
  6. 6 GitHub Actions for automation
  7. 7 Testing ML systems
  8. 8 Testing data
  9. 9 Testing training
  10. 10 Testing models
  11. 11 Test in production
  12. 12 The ML Test Score
  13. 13 Troubleshooting models
  14. 14 Troubleshooting performance
  15. 15 Outro

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