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[ ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers

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文件列表

  1. ~Get Your Files Here !/2. Course Contents/17. 17 calculating the number of outliers.mp4 218MB
  2. ~Get Your Files Here !/2. Course Contents/21. 21 split the data into training and testing sets.mp4 147MB
  3. ~Get Your Files Here !/2. Course Contents/12. 12 visualize the relationship between two variables with jointplot.mp4 135MB
  4. ~Get Your Files Here !/2. Course Contents/24. 24 make predictions on the test data and avaluate the model.mp4 135MB
  5. ~Get Your Files Here !/2. Course Contents/11. 11 displaying the distribution of the data by the different categories.mp4 134MB
  6. ~Get Your Files Here !/2. Course Contents/20. 20 Normalization.mp4 132MB
  7. ~Get Your Files Here !/2. Course Contents/9. 9 creating a histogram plot.mp4 118MB
  8. ~Get Your Files Here !/2. Course Contents/1. Import Data.mp4 105MB
  9. ~Get Your Files Here !/2. Course Contents/29. 29 calculate the (ROC) curve and the (AUC) score.mp4 105MB
  10. ~Get Your Files Here !/2. Course Contents/25. 25 Train RandomForestClassifier.mp4 102MB
  11. ~Get Your Files Here !/2. Course Contents/23. 23 find the best hyperparameter.mp4 100MB
  12. ~Get Your Files Here !/2. Course Contents/10. 10 displaying the distribution of the data using a box plot.mp4 96MB
  13. ~Get Your Files Here !/2. Course Contents/16. 16 creating a heatmap using seaborn.mp4 89MB
  14. ~Get Your Files Here !/2. Course Contents/13. 13 calculating the correlation matrix of the DataFrame.mp4 85MB
  15. ~Get Your Files Here !/2. Course Contents/8. 8 creating a new column called 'Label' in the DataFrame.mp4 79MB
  16. ~Get Your Files Here !/2. Course Contents/7. 7 Cleaning the data.mp4 71MB
  17. ~Get Your Files Here !/2. Course Contents/26. 26 Train XGBClassifier.mp4 64MB
  18. ~Get Your Files Here !/2. Course Contents/22. 22 Start traning SVC and Learn Hyperparameters.mp4 63MB
  19. ~Get Your Files Here !/2. Course Contents/28. 28 Train LGBMClassifier.mp4 60MB
  20. ~Get Your Files Here !/2. Course Contents/18. 18 standardizing features.mp4 59MB
  21. ~Get Your Files Here !/2. Course Contents/3. 3 calculating statistical information.mp4 58MB
  22. ~Get Your Files Here !/2. Course Contents/14. 14 creating a mask using NumPy.mp4 57MB
  23. ~Get Your Files Here !/2. Course Contents/5. 5 calculating the number of distinct values in each column.mp4 56MB
  24. ~Get Your Files Here !/2. Course Contents/27. 27 Train KNeighborsClassifier.mp4 48MB
  25. ~Get Your Files Here !/1. Introduction/2. Installing Jupyter.mp4 37MB
  26. ~Get Your Files Here !/2. Course Contents/19. 19 Hypothesis testing.mp4 35MB
  27. ~Get Your Files Here !/2. Course Contents/2. 2 visualizing missing data in a dataset.mp4 34MB
  28. ~Get Your Files Here !/2. Course Contents/6. 6 checking for missing or null values in the DataFrame.mp4 34MB
  29. ~Get Your Files Here !/2. Course Contents/15. 15 creating a color map using seaborn.mp4 34MB
  30. ~Get Your Files Here !/1. Introduction/3. How to download Python files.mp4 33MB
  31. ~Get Your Files Here !/2. Course Contents/4. 4 checking for duplicate rows in the DataFrame.mp4 30MB
  32. ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 28MB
  33. ~Get Your Files Here !/2. Course Contents/17.1 File 17.ipynb 1MB
  34. ~Get Your Files Here !/2. Course Contents/16.1 File 16.ipynb 1MB
  35. ~Get Your Files Here !/2. Course Contents/15.1 File 15.ipynb 978KB
  36. ~Get Your Files Here !/2. Course Contents/14.1 File 14.ipynb 972KB
  37. ~Get Your Files Here !/2. Course Contents/13.1 File 13.ipynb 969KB
  38. ~Get Your Files Here !/2. Course Contents/12.1 File 12.ipynb 956KB
  39. ~Get Your Files Here !/2. Course Contents/11.1 File 11.ipynb 535KB
  40. ~Get Your Files Here !/2. Course Contents/10.1 File 10.ipynb 432KB
  41. ~Get Your Files Here !/2. Course Contents/29.1 File 29.ipynb 238KB
  42. ~Get Your Files Here !/2. Course Contents/28.1 File 28.ipynb 181KB
  43. ~Get Your Files Here !/2. Course Contents/27.1 File 27.ipynb 171KB
  44. ~Get Your Files Here !/2. Course Contents/26.1 File 26.ipynb 166KB
  45. ~Get Your Files Here !/2. Course Contents/25.1 File 25.ipynb 160KB
  46. ~Get Your Files Here !/2. Course Contents/8.1 File 8.ipynb 158KB
  47. ~Get Your Files Here !/2. Course Contents/24.1 File 24.ipynb 155KB
  48. ~Get Your Files Here !/2. Course Contents/23.1 File 23.ipynb 148KB
  49. ~Get Your Files Here !/2. Course Contents/22.1 File 22.ipynb 145KB
  50. ~Get Your Files Here !/2. Course Contents/21.1 File 21.ipynb 142KB
  51. ~Get Your Files Here !/2. Course Contents/7.1 File 7.ipynb 128KB
  52. ~Get Your Files Here !/2. Course Contents/6.1 File 6.ipynb 117KB
  53. ~Get Your Files Here !/2. Course Contents/20.1 File 20.ipynb 112KB
  54. ~Get Your Files Here !/2. Course Contents/5.1 File 5.ipynb 106KB
  55. ~Get Your Files Here !/2. Course Contents/4.1 File 4.ipynb 103KB
  56. ~Get Your Files Here !/2. Course Contents/3.1 File 3.ipynb 102KB
  57. ~Get Your Files Here !/2. Course Contents/2.1 File 2.ipynb 91KB
  58. ~Get Your Files Here !/2. Course Contents/19.1 File 19.ipynb 76KB
  59. ~Get Your Files Here !/2. Course Contents/18.1 File 18.ipynb 72KB
  60. ~Get Your Files Here !/2. Course Contents/1.1 File 1.ipynb 12KB
  61. ~Get Your Files Here !/Bonus Resources.txt 386B
  62. Get Bonus Downloads Here.url 182B