CBTNuggets - Python and Pandas for Data Manipulation
File List
| File | Size |
|---|---|
| 1. Introduction.mp4 | 46.53 MB |
| 10. Data Types Review.mp4 | 60.19 MB |
| 100. Sorting values.mp4 | 150.32 MB |
| 101. Sort by indices.mp4 | 56.45 MB |
| 102. Ranking a Series.mp4 | 145.32 MB |
| 103. Introduction.mp4 | 48.09 MB |
| 104. Checking for Duplicates.mp4 | 106.81 MB |
| 105. Drop Duplicates.mp4 | 95.05 MB |
| 106. Unique Values.mp4 | 85.59 MB |
| 107. Inclusion with between().mp4 | 114.66 MB |
| 108. Introduction.mp4 | 37.02 MB |
| 109. Setting and Resetting Indices.mp4 | 133.83 MB |
| 11. Cell Types.mp4 | 76.56 MB |
| 110. Extraction with loc.mp4 | 120.46 MB |
| 111. Extraction with iloc.mp4 | 109.88 MB |
| 112. Setting New Values.mp4 | 64.8 MB |
| 113. Set Multiple Values.mp4 | 96.3 MB |
| 12. Shortcuts.mp4 | 33.59 MB |
| 13. Introduction.mp4 | 58.15 MB |
| 14. Create a Series from a List.mp4 | 96.09 MB |
| 15. Create a Series from a Dictionary.mp4 | 51.53 MB |
| 16. Read CSV files.mp4 | 104.89 MB |
| 17. Read Excel files.mp4 | 69.88 MB |
| 18. Head and Tail Functions.mp4 | 93.45 MB |
| 19. Series Attributes.mp4 | 53.17 MB |
| 2. What is Pandas.mp4 | 100.15 MB |
| 20. Series Methods.mp4 | 60.19 MB |
| 21. Introduction.mp4 | 27.22 MB |
| 22. The In Keyword.mp4 | 62.14 MB |
| 23. Extract by Position.mp4 | 88.22 MB |
| 24. Extract by Label.mp4 | 142.95 MB |
| 25. The get() Method.mp4 | 109.84 MB |
| 26. Math methods.mp4 | 69.7 MB |
| 27. The idxmin() and idxmax() Methods.mp4 | 34.1 MB |
| 28. Unique Values.mp4 | 46.85 MB |
| 29. The apply() Method.mp4 | 61.76 MB |
| 3. What is Jupyter Notebook.mp4 | 59.49 MB |
| 30. Introduction.mp4 | 44.92 MB |
| 31. Handling null values.mp4 | 73.65 MB |
| 32. Drop null values.mp4 | 99.98 MB |
| 33. Impute missing values.mp4 | 66.57 MB |
| 34. Value counts for DataFrames.mp4 | 54.76 MB |
| 35. Detect null and not null values.mp4 | 76.83 MB |
| 36. Introduction.mp4 | 77.91 MB |
| 37. Optimization.mp4 | 164.97 MB |
| 38. Conditional Filtering.mp4 | 185.94 MB |
| 39. Filtering with AND and OR.mp4 | 159.55 MB |
| 4. Anaconda Installation.mp4 | 98.43 MB |
| 40. Inclusion Method.mp4 | 101.45 MB |
| 41. Introduction.mp4 | 45.45 MB |
| 42. The Drop Method.mp4 | 72.31 MB |
| 43. Returning Smallest and Largest Values.mp4 | 115.06 MB |
| 44. The Where Method.mp4 | 103.81 MB |
| 45. The Query Method.mp4 | 112.13 MB |
| 46. The Copy Method.mp4 | 101.31 MB |
| 47. Introduction.mp4 | 29.31 MB |
| 48. Manipulating Text Data.mp4 | 148.44 MB |
| 49. String Methods.mp4 | 147.35 MB |
| 5. Conda Environments.mp4 | 72.49 MB |
| 50. The Replace String Method.mp4 | 115.62 MB |
| 51. Filtering String Methods.mp4 | 116 MB |
| 52. Strip Strings.mp4 | 203.62 MB |
| 53. Column and Index Methods.mp4 | 110.59 MB |
| 54. Splitting Strings.mp4 | 87.59 MB |
| 55. More Splitting.mp4 | 83.08 MB |
| 56. Introduction.mp4 | 36.87 MB |
| 57. Grouping.mp4 | 118.56 MB |
| 58. Group_by Operations.mp4 | 162.29 MB |
| 59. Get_group Method.mp4 | 126.31 MB |
| 6. Challenge.mp4 | 155.81 MB |
| 60. The Group_by Methods.mp4 | 185.27 MB |
| 61. Introduction.mp4 | 60.95 MB |
| 62. Combining DataFrame.mp4 | 64.46 MB |
| 63. Concatenation.mp4 | 172.53 MB |
| 64. Inner Joins.mp4 | 104.93 MB |
| 65. Outer Joins.mp4 | 40.59 MB |
| 66. DatetimeIndex.mp4 | 59.89 MB |
| 67. The to_datetime Method.mp4 | 96.78 MB |
| 68. Introduction.mp4 | 31.96 MB |
| 69. Date Ranges Part 1 Video 1-A.mp4 | 106.07 MB |
| 7. Introduction.mp4 | 112.26 MB |
| 70. Date Ranges Part 1 Video 1-B.mp4 | 108.92 MB |
| 71. Date Ranges Part 1 Video 1-C.mp4 | 86 MB |
| 72. Date Ranges Part 2.mp4 | 120.03 MB |
| 73. Date Ranges Part 3.mp4 | 87.4 MB |
| 74. The dt Accessor.mp4 | 119.91 MB |
| 75. Introduction & Setup.mp4 | 128.61 MB |
| 76. Reading Cryptocurrency Data.mp4 | 179.8 MB |
| 77. Selecting Datetime Rows.mp4 | 134.19 MB |
| 78. Timestamp Attributes & Methods.mp4 | 111.37 MB |
| 79. Introduction.mp4 | 79.97 MB |
| 8. Brief History.mp4 | 105.07 MB |
| 80. Matplotlib & PyPlot.mp4 | 28.34 MB |
| 81. Visualizing Cryptocurrencies.mp4 | 200.11 MB |
| 82. Customizing Visualizations.mp4 | 156.04 MB |
| 83. Creating Charts.mp4 | 147.67 MB |
| 84. Introduction.mp4 | 28.39 MB |
| 85. Parameter and Arguments.mp4 | 97.88 MB |
| 86. Sort Values.mp4 | 74.71 MB |
| 87. Series Attributes.mp4 | 88.55 MB |
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