Kung Fu Data Wrangling in Python with Pandas

Kung Fu Data Wrangling in Python with Pandas

Bryan Cafferky via YouTube Direct link

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39 of 45

39 of 45

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Kung Fu Data Wrangling in Python with Pandas

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  1. 1 Introduction
  2. 2 What is Python
  3. 3 What is pandas
  4. 4 What is numpy
  5. 5 What are data frames
  6. 6 Pandas vs R
  7. 7 Pandas vs SQL
  8. 8 Demo
  9. 9 Jupiter Notebook
  10. 10 Adventureworks Play
  11. 11 PD
  12. 12 Read CSV
  13. 13 DataFrame
  14. 14 Description
  15. 15 Numerics
  16. 16 Internet Sales
  17. 17 Chaining Methods
  18. 18 Filtering Methods
  19. 19 Performant
  20. 20 Ilog
  21. 21 Iloka
  22. 22 Row Subscript
  23. 23 Set Index
  24. 24 DropEqualFalse
  25. 25 Loke
  26. 26 Range
  27. 27 Index Access
  28. 28 Filter Access
  29. 29 Update Data
  30. 30 Export Data
  31. 31 Reset Index
  32. 32 Sort
  33. 33 Save
  34. 34 Pickle
  35. 35 GroupBy
  36. 36 PivotTable
  37. 37 Joining
  38. 38 Adding a new table
  39. 39 Merge statement
  40. 40 Left join
  41. 41 Concatenation
  42. 42 Missing Values
  43. 43 Explanation
  44. 44 Pandas Journey
  45. 45 References

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