Develop Test Suites for Machine Learning Models and Data with Deepchecks

Develop Test Suites for Machine Learning Models and Data with Deepchecks

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- Random Forest classifier model tests

14 of 18

14 of 18

- Random Forest classifier model tests

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Classroom Contents

Develop Test Suites for Machine Learning Models and Data with Deepchecks

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  1. 1 - Video start
  2. 2 - Lab Intro
  3. 3 - When to use Deepchecks
  4. 4 - Getting started
  5. 5 - Test Suite Functions
  6. 6 - Integration in ML Pipeline
  7. 7 - Data Validation Tests
  8. 8 - Individual test setup
  9. 9 - Test result HTML
  10. 10 - Data Distribution Tests
  11. 11 - Data Distribution Tests 2
  12. 12 - Writing custom tests
  13. 13 - Model analysis and validation tests
  14. 14 - Random Forest classifier model tests
  15. 15 - Gradient Boosting Classifier model tests
  16. 16 - Code push to GitHub
  17. 17 - Lab Recap
  18. 18 - Credits

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