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[ ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling

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文件列表

  1. ~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4 71MB
  2. ~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4 43MB
  3. ~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4 43MB
  4. ~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4 42MB
  5. ~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4 38MB
  6. ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4 30MB
  7. ~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4 25MB
  8. ~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4 23MB
  9. ~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4 22MB
  10. ~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4 20MB
  11. ~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4 20MB
  12. ~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4 20MB
  13. ~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4 18MB
  14. ~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4 17MB
  15. ~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4 17MB
  16. ~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4 17MB
  17. ~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4 15MB
  18. ~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4 15MB
  19. ~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4 15MB
  20. ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4 15MB
  21. ~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp4 15MB
  22. ~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp4 14MB
  23. ~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp4 12MB
  24. ~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp4 12MB
  25. ~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp4 12MB
  26. ~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp4 11MB
  27. ~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.mp4 10MB
  28. ~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.mp4 10MB
  29. ~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp4 10MB
  30. ~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp4 10MB
  31. ~Get Your Files Here !/01 Getting Started/003 About this Series.mp4 9MB
  32. ~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp4 9MB
  33. ~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp4 9MB
  34. ~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp4 9MB
  35. ~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp4 8MB
  36. ~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.mp4 8MB
  37. ~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.mp4 8MB
  38. ~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp4 8MB
  39. ~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp4 8MB
  40. ~Get Your Files Here !/03 Classification Models/013 Random Forests.mp4 7MB
  41. ~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp4 7MB
  42. ~Get Your Files Here !/03 Classification Models/001 Common Classification Models.mp4 6MB
  43. ~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).mp4 5MB
  44. ~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.mp4 5MB
  45. ~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp4 4MB
  46. ~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 2 - Classification.pdf 3MB
  47. ~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp4 3MB
  48. ~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_2.xlsx 252KB
  49. ~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.en.srt 14KB
  50. ~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.en.srt 12KB
  51. ~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.en.srt 12KB
  52. ~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.en.srt 11KB
  53. ~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.en.srt 10KB
  54. ~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.en.srt 8KB
  55. ~Get Your Files Here !/05 Wrapping Up/002 BONUS LECTURE.html 8KB
  56. ~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.en.srt 7KB
  57. ~Get Your Files Here !/03 Classification Models/003 KNN Examples.en.srt 7KB
  58. ~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.en.srt 7KB
  59. ~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.en.srt 6KB
  60. ~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.en.srt 6KB
  61. ~Get Your Files Here !/02 Intro to Classification/004 Classification 101.en.srt 6KB
  62. ~Get Your Files Here !/02 Intro to Classification/008 Overfitting.en.srt 6KB
  63. ~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.en.srt 5KB
  64. ~Get Your Files Here !/01 Getting Started/002 READ ME_ Important Notes for New Students.html 5KB
  65. ~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.en.srt 5KB
  66. ~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.en.srt 5KB
  67. ~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.en.srt 5KB
  68. ~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.en.srt 5KB
  69. ~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.en.srt 5KB
  70. ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.en.srt 4KB
  71. ~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.en.srt 4KB
  72. ~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.en.srt 4KB
  73. ~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.en.srt 4KB
  74. ~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.en.srt 4KB
  75. ~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.en.srt 4KB
  76. ~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.en.srt 4KB
  77. ~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.en.srt 3KB
  78. ~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.en.srt 3KB
  79. ~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.en.srt 3KB
  80. ~Get Your Files Here !/01 Getting Started/003 About this Series.en.srt 3KB
  81. ~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.en.srt 3KB
  82. ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.en.srt 3KB
  83. ~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.en.srt 3KB
  84. ~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.en.srt 3KB
  85. ~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.en.srt 3KB
  86. ~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.en.srt 3KB
  87. ~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.en.srt 3KB
  88. ~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.en.srt 2KB
  89. ~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.en.srt 2KB
  90. ~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.en.srt 2KB
  91. ~Get Your Files Here !/03 Classification Models/001 Common Classification Models.en.srt 2KB
  92. ~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).en.srt 2KB
  93. ~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.en.srt 2KB
  94. ~Get Your Files Here !/03 Classification Models/013 Random Forests.en.srt 2KB
  95. ~Get Your Files Here !/01 Getting Started/004 DOWNLOAD_ Course Resources.html 2KB
  96. ~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.en.srt 1KB
  97. ~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.en.srt 740B
  98. ~Get Your Files Here !/Bonus Resources.txt 357B
  99. Get Bonus Downloads Here.url 183B