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[ ] Udemy - Machine Learning for BI, PART 4 - Unsupervised Learning

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文件列表

  1. ~Get Your Files Here !/03 - Clustering & Segmentation/006 CASE STUDY K-Means.mp4 88MB
  2. ~Get Your Files Here !/05 - Outlier Detection/005 CASE STUDY Cross-Sectional Outlier.mp4 55MB
  3. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/008 CASE STUDY Apriori.mp4 52MB
  4. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/010 CASE STUDY Markov Chains.mp4 29MB
  5. ~Get Your Files Here !/01 - Getting Started/001 Course Structure & Outline.mp4 28MB
  6. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/009 Markov Chains.mp4 25MB
  7. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/004 Basket Analysis Examples.mp4 24MB
  8. ~Get Your Files Here !/05 - Outlier Detection/004 Cross-Sectional Outlier Example.mp4 21MB
  9. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/006 Infrequent Itemsets.mp4 19MB
  10. ~Get Your Files Here !/01 - Getting Started/004 Machine-Learning-Part-4-Unsupervised.pdf 17MB
  11. ~Get Your Files Here !/03 - Clustering & Segmentation/003 Intro to K-Means.mp4 15MB
  12. ~Get Your Files Here !/06 - Dimensionality Reduction/005 Interpreting Components.mp4 15MB
  13. ~Get Your Files Here !/05 - Outlier Detection/007 Time-Series Outlier Example.mp4 15MB
  14. ~Get Your Files Here !/06 - Dimensionality Reduction/002 Dimensionality Reduction Basics.mp4 14MB
  15. ~Get Your Files Here !/06 - Dimensionality Reduction/004 PCA Example.mp4 14MB
  16. ~Get Your Files Here !/06 - Dimensionality Reduction/006 Scree Plots.mp4 14MB
  17. ~Get Your Files Here !/03 - Clustering & Segmentation/007 Intro to Hierarchical Clustering.mp4 13MB
  18. ~Get Your Files Here !/01 - Getting Started/005 Setting Expectations.mp4 12MB
  19. ~Get Your Files Here !/05 - Outlier Detection/003 Cross-Sectional Outliers.mp4 11MB
  20. ~Get Your Files Here !/03 - Clustering & Segmentation/004 WSS & Elbow Plots.mp4 11MB
  21. ~Get Your Files Here !/02 - Intro to Unsupervised ML/001 Supervised vs. Unsupervised Learning.mp4 10MB
  22. ~Get Your Files Here !/03 - Clustering & Segmentation/002 Clustering Basics.mp4 10MB
  23. ~Get Your Files Here !/05 - Outlier Detection/002 Outlier Detection Basics.mp4 10MB
  24. ~Get Your Files Here !/03 - Clustering & Segmentation/009 Hierarchical Clustering FAQs.mp4 9MB
  25. ~Get Your Files Here !/02 - Intro to Unsupervised ML/003 Unsupervised ML Workflow.mp4 9MB
  26. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/003 The Apriori Algorithm.mp4 9MB
  27. ~Get Your Files Here !/03 - Clustering & Segmentation/008 Anatomy of a Dendrogram.mp4 9MB
  28. ~Get Your Files Here !/05 - Outlier Detection/006 Time-Series Outliers.mp4 8MB
  29. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/011 KEY TAKEAWAYS Association Mining.mp4 8MB
  30. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/007 Multiple Item Sets.mp4 8MB
  31. ~Get Your Files Here !/06 - Dimensionality Reduction/003 Principle Component Analysis.mp4 8MB
  32. ~Get Your Files Here !/05 - Outlier Detection/001 Introduction.mp4 8MB
  33. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/002 Association Mining Basics.mp4 8MB
  34. ~Get Your Files Here !/03 - Clustering & Segmentation/010 KEY TAKEAWAYS Clustering & Segmentation.mp4 7MB
  35. ~Get Your Files Here !/02 - Intro to Unsupervised ML/002 Common Unsupervised Techniques.mp4 7MB
  36. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/005 Minimum Support Thresholds.mp4 7MB
  37. ~Get Your Files Here !/02 - Intro to Unsupervised ML/004 Feature Engineering.mp4 7MB
  38. ~Get Your Files Here !/03 - Clustering & Segmentation/005 K-Means FAQs.mp4 7MB
  39. ~Get Your Files Here !/06 - Dimensionality Reduction/008 KEY TAKEAWAYS Dimensionality Reduction.mp4 6MB
  40. ~Get Your Files Here !/02 - Intro to Unsupervised ML/005 KEY TAKEAWAYS Intro to Unsupervised ML.mp4 6MB
  41. ~Get Your Files Here !/05 - Outlier Detection/008 KEY TAKEAWAYS Outlier Detection.mp4 6MB
  42. ~Get Your Files Here !/06 - Dimensionality Reduction/007 Advanced Techniques.mp4 5MB
  43. ~Get Your Files Here !/03 - Clustering & Segmentation/001 Introduction.mp4 5MB
  44. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/001 Introduction.mp4 4MB
  45. ~Get Your Files Here !/01 - Getting Started/004 Maven-ML-Demos-Part-4.xlsx 3MB
  46. ~Get Your Files Here !/07 - Wrapping Up/001 Series Conclusion.mp4 3MB
  47. ~Get Your Files Here !/06 - Dimensionality Reduction/001 Introduction.mp4 3MB
  48. ~Get Your Files Here !/01 - Getting Started/003 About This Series.mp4 2MB
  49. ~Get Your Files Here !/03 - Clustering & Segmentation/006 CASE STUDY K-Means_en.srt 17KB
  50. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/008 CASE STUDY Apriori_en.srt 11KB
  51. ~Get Your Files Here !/05 - Outlier Detection/005 CASE STUDY Cross-Sectional Outlier_en.srt 8KB
  52. ~Get Your Files Here !/07 - Wrapping Up/002 BONUS LECTURE.html 8KB
  53. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/009 Markov Chains_en.srt 7KB
  54. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/004 Basket Analysis Examples_en.srt 7KB
  55. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/010 CASE STUDY Markov Chains_en.srt 6KB
  56. ~Get Your Files Here !/03 - Clustering & Segmentation/003 Intro to K-Means_en.srt 5KB
  57. ~Get Your Files Here !/03 - Clustering & Segmentation/007 Intro to Hierarchical Clustering_en.srt 5KB
  58. ~Get Your Files Here !/01 - Getting Started/002 READ ME Important Notes for New Students.html 5KB
  59. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/006 Infrequent Itemsets_en.srt 5KB
  60. ~Get Your Files Here !/05 - Outlier Detection/004 Cross-Sectional Outlier Example_en.srt 4KB
  61. ~Get Your Files Here !/06 - Dimensionality Reduction/005 Interpreting Components_en.srt 4KB
  62. ~Get Your Files Here !/06 - Dimensionality Reduction/006 Scree Plots_en.srt 3KB
  63. ~Get Your Files Here !/03 - Clustering & Segmentation/004 WSS & Elbow Plots_en.srt 3KB
  64. ~Get Your Files Here !/06 - Dimensionality Reduction/004 PCA Example_en.srt 3KB
  65. ~Get Your Files Here !/05 - Outlier Detection/007 Time-Series Outlier Example_en.srt 3KB
  66. ~Get Your Files Here !/06 - Dimensionality Reduction/002 Dimensionality Reduction Basics_en.srt 3KB
  67. ~Get Your Files Here !/01 - Getting Started/005 Setting Expectations_en.srt 3KB
  68. ~Get Your Files Here !/01 - Getting Started/001 Course Structure & Outline_en.srt 3KB
  69. ~Get Your Files Here !/05 - Outlier Detection/003 Cross-Sectional Outliers_en.srt 3KB
  70. ~Get Your Files Here !/03 - Clustering & Segmentation/002 Clustering Basics_en.srt 3KB
  71. ~Get Your Files Here !/03 - Clustering & Segmentation/008 Anatomy of a Dendrogram_en.srt 3KB
  72. ~Get Your Files Here !/02 - Intro to Unsupervised ML/001 Supervised vs. Unsupervised Learning_en.srt 3KB
  73. ~Get Your Files Here !/05 - Outlier Detection/002 Outlier Detection Basics_en.srt 3KB
  74. ~Get Your Files Here !/03 - Clustering & Segmentation/009 Hierarchical Clustering FAQs_en.srt 3KB
  75. ~Get Your Files Here !/02 - Intro to Unsupervised ML/003 Unsupervised ML Workflow_en.srt 3KB
  76. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/007 Multiple Item Sets_en.srt 2KB
  77. ~Get Your Files Here !/05 - Outlier Detection/006 Time-Series Outliers_en.srt 2KB
  78. ~Get Your Files Here !/02 - Intro to Unsupervised ML/002 Common Unsupervised Techniques_en.srt 2KB
  79. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/003 The Apriori Algorithm_en.srt 2KB
  80. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/011 KEY TAKEAWAYS Association Mining_en.srt 2KB
  81. ~Get Your Files Here !/03 - Clustering & Segmentation/010 KEY TAKEAWAYS Clustering & Segmentation_en.srt 2KB
  82. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/002 Association Mining Basics_en.srt 2KB
  83. ~Get Your Files Here !/02 - Intro to Unsupervised ML/004 Feature Engineering_en.srt 2KB
  84. ~Get Your Files Here !/06 - Dimensionality Reduction/003 Principle Component Analysis_en.srt 2KB
  85. ~Get Your Files Here !/02 - Intro to Unsupervised ML/005 KEY TAKEAWAYS Intro to Unsupervised ML_en.srt 2KB
  86. ~Get Your Files Here !/05 - Outlier Detection/001 Introduction_en.srt 2KB
  87. ~Get Your Files Here !/03 - Clustering & Segmentation/005 K-Means FAQs_en.srt 2KB
  88. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/005 Minimum Support Thresholds_en.srt 2KB
  89. ~Get Your Files Here !/06 - Dimensionality Reduction/008 KEY TAKEAWAYS Dimensionality Reduction_en.srt 2KB
  90. ~Get Your Files Here !/03 - Clustering & Segmentation/001 Introduction_en.srt 1KB
  91. ~Get Your Files Here !/05 - Outlier Detection/008 KEY TAKEAWAYS Outlier Detection_en.srt 1KB
  92. ~Get Your Files Here !/06 - Dimensionality Reduction/007 Advanced Techniques_en.srt 1KB
  93. ~Get Your Files Here !/04 - Association Mining & Basket Analysis/001 Introduction_en.srt 1KB
  94. ~Get Your Files Here !/07 - Wrapping Up/001 Series Conclusion_en.srt 930B
  95. ~Get Your Files Here !/01 - Getting Started/004 DOWNLOAD Course Resources.html 784B
  96. ~Get Your Files Here !/06 - Dimensionality Reduction/001 Introduction_en.srt 687B
  97. ~Get Your Files Here !/01 - Getting Started/003 About This Series_en.srt 442B
  98. ~Get Your Files Here !/Bonus Resources.txt 386B
  99. Get Bonus Downloads Here.url 176B