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[ ] Linkedin - Machine Learning and AI Foundations - Decision Trees with KNIME

  • 收录时间:2022-12-18 03:34:54
  • 文件大小:311MB
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  • 最近下载:2022-12-18 03:34:54
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文件列表

  1. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/04 - A quick review of machine learning basics with examples.mp4 20MB
  2. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/12 - When to turn off pruning.mp4 16MB
  3. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/05 - Working with the prebuilt example.mp4 16MB
  4. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/03 - Introducing KNIME.mp4 13MB
  5. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/05 - An overview of decision tree algorithms.mp4 12MB
  6. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/02 - The regression tree prebuilt example.mp4 12MB
  7. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/02 - Understanding the entropy calculation.mp4 12MB
  8. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/01 - Introducing Leo Breiman and CART.mp4 12MB
  9. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/04 - How RT handles nominal variables.mp4 11MB
  10. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/05 - Ordinal variable handling.mp4 10MB
  11. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/02 - The pros and cons of decision trees.mp4 10MB
  12. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/03 - How CART handles missing data using surrogates.mp4 10MB
  13. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/11 - Evaluating the accuracy of your C4.5 tree.mp4 9MB
  14. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/06 - Closer look at a full regression tree.mp4 9MB
  15. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/06 - KNIME settings for C4.5.mp4 9MB
  16. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/04 - The Give Me Some Credit data set.mp4 8MB
  17. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/08 - Line plot.mp4 8MB
  18. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/04 - Changing the settings in KNIME.mp4 8MB
  19. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/07 - KNIME's missing data options for regression trees.mp4 8MB
  20. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/07 - How C4.5 handles nominal variables.mp4 7MB
  21. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/01 - What is a decision tree.mp4 7MB
  22. ~Get Your Files Here !/01 - Introduction/01 - The basics of decision trees.mp4 7MB
  23. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/06 - A quick look at the complete CART tree.mp4 7MB
  24. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/02 - What is the Gini coefficient.mp4 7MB
  25. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/09 - Accuracy.mp4 7MB
  26. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/10 - A quick look at the complete C4.5 tree.mp4 6MB
  27. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/09 - Equal size sampling.mp4 6MB
  28. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/03 - How C4.5 handles missing data.mp4 6MB
  29. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/01 - Ross Quinlan, ID3, C4.5, and C5.0.mp4 6MB
  30. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/05 - How CART handles nominal variables.mp4 5MB
  31. ~Get Your Files Here !/01 - Introduction/03 - How to use the practice files.mp4 5MB
  32. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/01 - MPG data set.mp4 5MB
  33. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/08 - How C4.5 handles continuous variables.mp4 4MB
  34. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/03 - The math behind regression trees.mp4 4MB
  35. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/07 - Evaluating the accuracy of your CART tree.mp4 3MB
  36. ~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 2MB
  37. ~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp4 2MB
  38. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_2_Example_for_Learning_a_Decision_Tree.knwf 787KB
  39. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_3_Example_for_Learning_a_Decision_Tree.knwf 787KB
  40. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_4_Example_for_Learning_a_Decision_Tree.knwf 787KB
  41. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/04 - A quick review of machine learning basics with examples.srt 10KB
  42. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/02 - Understanding the entropy calculation.srt 9KB
  43. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/05 - Working with the prebuilt example.srt 9KB
  44. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/12 - When to turn off pruning.srt 9KB
  45. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/02 - The pros and cons of decision trees.srt 8KB
  46. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/03 - How CART handles missing data using surrogates.srt 8KB
  47. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/04 - How RT handles nominal variables.srt 6KB
  48. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/02 - The regression tree prebuilt example.srt 6KB
  49. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/03 - Introducing KNIME.srt 6KB
  50. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/01 - Introducing Leo Breiman and CART.srt 6KB
  51. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/05 - An overview of decision tree algorithms.srt 6KB
  52. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/05 - Ordinal variable handling.srt 5KB
  53. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/06 - Closer look at a full regression tree.srt 5KB
  54. ~Get Your Files Here !/02 - 1. Introducing Decision Trees/01 - What is a decision tree.srt 5KB
  55. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/06 - KNIME settings for C4.5.srt 5KB
  56. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/04 - The Give Me Some Credit data set.srt 5KB
  57. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/04 - Changing the settings in KNIME.srt 5KB
  58. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/07 - KNIME's missing data options for regression trees.srt 4KB
  59. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/03 - How C4.5 handles missing data.srt 4KB
  60. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/11 - Evaluating the accuracy of your C4.5 tree.srt 4KB
  61. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/10 - A quick look at the complete C4.5 tree.srt 4KB
  62. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/02 - What is the Gini coefficient.srt 4KB
  63. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/08 - Line plot.srt 4KB
  64. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/07 - How C4.5 handles nominal variables.srt 4KB
  65. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/06 - A quick look at the complete CART tree.srt 4KB
  66. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/01 - Ross Quinlan, ID3, C4.5, and C5.0.srt 4KB
  67. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/03 - The math behind regression trees.srt 4KB
  68. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/09 - Accuracy.srt 4KB
  69. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/09 - Equal size sampling.srt 3KB
  70. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/05 - How CART handles nominal variables.srt 3KB
  71. ~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/08 - How C4.5 handles continuous variables.srt 2KB
  72. ~Get Your Files Here !/01 - Introduction/03 - How to use the practice files.srt 2KB
  73. ~Get Your Files Here !/01 - Introduction/01 - The basics of decision trees.srt 2KB
  74. ~Get Your Files Here !/04 - 3. Introducing Classification Trees/07 - Evaluating the accuracy of your CART tree.srt 2KB
  75. ~Get Your Files Here !/05 - 4. Introducing Regression Trees/01 - MPG data set.srt 2KB
  76. ~Get Your Files Here !/06 - Conclusion/01 - Next steps.srt 2KB
  77. ~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 2KB
  78. ~Get Your Files Here !/Bonus Resources.txt 386B
  79. Get Bonus Downloads Here.url 183B