Build Features for Machine Learning from Netflix Description Text

Build Features for Machine Learning from Netflix Description Text

Julia Silge via YouTube Direct link

Tidy

12 of 25

12 of 25

Tidy

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Classroom Contents

Build Features for Machine Learning from Netflix Description Text

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  1. 1 Introduction
  2. 2 Exploring the data
  3. 3 Data Budget
  4. 4 Feature Engineering
  5. 5 Moat
  6. 6 Model calibration
  7. 7 The model
  8. 8 Resamples
  9. 9 Evaluation
  10. 10 Results
  11. 11 Confusion Matrix
  12. 12 Tidy
  13. 13 Autoplot
  14. 14 Collect metrics
  15. 15 Collect predictions
  16. 16 Consistent results
  17. 17 Tibble
  18. 18 Fitted workflow
  19. 19 Linear SVM
  20. 20 Top 15 words
  21. 21 Sign value
  22. 22 Plot
  23. 23 Testing
  24. 24 Visualization
  25. 25 Summary

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