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[ ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions

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  • 文件大小:360MB
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文件列表

  1. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.mp4 23MB
  2. ~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.mp4 21MB
  3. ~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.mp4 18MB
  4. ~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.mp4 16MB
  5. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/019. Building models in KN.mp4 15MB
  6. ~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.mp4 15MB
  7. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.mp4 15MB
  8. ~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.mp4 14MB
  9. ~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.mp4 13MB
  10. ~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.mp4 12MB
  11. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.mp4 12MB
  12. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.mp4 12MB
  13. ~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.mp4 12MB
  14. ~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.mp4 11MB
  15. ~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.mp4 11MB
  16. ~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.mp4 10MB
  17. ~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.mp4 10MB
  18. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.mp4 10MB
  19. ~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.mp4 10MB
  20. ~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.mp4 9MB
  21. ~Get Your Files Here !/8. IML Techniques/034. Why feature engineering is critical for IML.mp4 9MB
  22. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.mp4 8MB
  23. ~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.mp4 8MB
  24. ~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.mp4 7MB
  25. ~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.mp4 7MB
  26. ~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.mp4 6MB
  27. ~Get Your Files Here !/7. Techniques for Local Explanations/030. What are counterfactuals.mp4 6MB
  28. ~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.mp4 5MB
  29. ~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.mp4 5MB
  30. ~Get Your Files Here !/7. Techniques for Local Explanations/029. Using LIME to provide loc.mp4 5MB
  31. ~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.mp4 5MB
  32. ~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.mp4 5MB
  33. ~Get Your Files Here !/7. Techniques for Local Explanations/028. Introducing SHAP.mp4 4MB
  34. ~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.mp4 3MB
  35. ~Get Your Files Here !/1. Introduction/002. Target audience.mp4 3MB
  36. ~Get Your Files Here !/1. Introduction/003. What you should know.mp4 2MB
  37. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_01/05_01_XAI_PDP.knar.knwf 2MB
  38. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_03/05_03_XAI_Surrogates.knar.knwf 2MB
  39. ~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/02_01/auto-mpg_hp_tons.xlsx 41KB
  40. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.en.srt 13KB
  41. ~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.en.srt 10KB
  42. ~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.en.srt 10KB
  43. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/019. Building models in KN.en.srt 8KB
  44. ~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.en.srt 8KB
  45. ~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.en.srt 8KB
  46. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.en.srt 7KB
  47. ~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.en.srt 7KB
  48. ~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.en.srt 7KB
  49. ~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.en.srt 7KB
  50. ~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.en.srt 7KB
  51. ~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.en.srt 7KB
  52. ~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.en.srt 6KB
  53. ~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.en.srt 6KB
  54. ~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.en.srt 6KB
  55. ~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.en.srt 6KB
  56. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.en.srt 6KB
  57. ~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.en.srt 5KB
  58. ~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.en.srt 4KB
  59. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.en.srt 4KB
  60. ~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.en.srt 4KB
  61. ~Get Your Files Here !/7. Techniques for Local Explanations/030. What are counterfactuals.en.srt 4KB
  62. ~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.en.srt 4KB
  63. ~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.en.srt 4KB
  64. ~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.en.srt 3KB
  65. ~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.en.srt 3KB
  66. ~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.en.srt 3KB
  67. ~Get Your Files Here !/8. IML Techniques/034. Why feature engineering is critical for IML.en.srt 3KB
  68. ~Get Your Files Here !/7. Techniques for Local Explanations/029. Using LIME to provide loc.en.srt 3KB
  69. ~Get Your Files Here !/7. Techniques for Local Explanations/028. Introducing SHAP.en.srt 3KB
  70. ~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.en.srt 3KB
  71. ~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.en.srt 2KB
  72. ~Get Your Files Here !/1. Introduction/002. Target audience.en.srt 2KB
  73. ~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.en.srt 2KB
  74. ~Get Your Files Here !/1. Introduction/003. What you should know.en.srt 2KB
  75. ~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.en.srt 1KB
  76. ~Get Your Files Here !/Bonus Resources.txt 386B
  77. Get Bonus Downloads Here.url 180B