Modern Data Science with Vaex - A New Approach to DataFrames and Pipelines

Modern Data Science with Vaex - A New Approach to DataFrames and Pipelines

EuroPython Conference via YouTube Direct link

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26 of 31

26 of 31

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Classroom Contents

Modern Data Science with Vaex - A New Approach to DataFrames and Pipelines

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  1. 1 Introduction
  2. 2 Dataset options
  3. 3 Who is Jovan
  4. 4 Demo
  5. 5 Expressions
  6. 6 Data Science Example
  7. 7 Memory Map
  8. 8 Missing Values
  9. 9 Number of Passengers
  10. 10 Trip Distances
  11. 11 New York
  12. 12 New York City
  13. 13 Filter
  14. 14 Trip duration
  15. 15 Categorizing
  16. 16 Group by Standard
  17. 17 Density Maps
  18. 18 Machine Learning
  19. 19 Memory
  20. 20 PCA
  21. 21 PCA on a subsample
  22. 22 Payment type
  23. 23 String operations
  24. 24 Memory usage
  25. 25 Light GBM
  26. 26 Predict method
  27. 27 Wrappers
  28. 28 Virtual columns
  29. 29 Testing the notebook
  30. 30 Conclusion
  31. 31 Questions

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