BloomTech’s Downfall: A Long Time Coming

Testing Machine Learning Models

Testing Machine Learning Models

PyCon US via YouTube Direct link

Intro

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Intro

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Testing Machine Learning Models

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  1. 1 Intro
  2. 2 Head of Engineering
  3. 3 Define the Problem
  4. 4 Define Success and Assess Risk
  5. 5 Design the initial Architecture
  6. 6 4. Collect Data
  7. 7 Prepare Data
  8. 8 Train and validate Models
  9. 9 7. Test the Models
  10. 10 Lessons Learned
  11. 11 What does it look like?

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