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[ ] Linkedin - Machine Learning and AI Foundations - Prediction, Causation, and Statistical Inference

  • 收录时间:2022-06-03 17:34:36
  • 文件大小:342MB
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  • 最近下载:2022-06-03 17:34:36
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文件列表

  1. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.mp4 22MB
  2. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.mp4 21MB
  3. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.mp4 21MB
  4. ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.mp4 18MB
  5. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.mp4 15MB
  6. ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.mp4 15MB
  7. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.mp4 13MB
  8. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.mp4 13MB
  9. ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.mp4 13MB
  10. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.mp4 13MB
  11. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.mp4 12MB
  12. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.mp4 12MB
  13. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.mp4 12MB
  14. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/03 - Comparing CRISP-DM and the scientific method.mp4 11MB
  15. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.mp4 11MB
  16. ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.mp4 11MB
  17. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/02 - Skepticism about results Is that really the best predictor.mp4 11MB
  18. ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.mp4 10MB
  19. ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.mp4 10MB
  20. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.mp4 10MB
  21. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/03 - Skepticism about causes Is X really causing Y.mp4 9MB
  22. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.mp4 8MB
  23. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.mp4 7MB
  24. ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.mp4 6MB
  25. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4 6MB
  26. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.mp4 6MB
  27. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.mp4 5MB
  28. ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.mp4 5MB
  29. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.mp4 5MB
  30. ~Get Your Files Here !/09 - Conclusion/01 - Review.mp4 3MB
  31. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.mp4 3MB
  32. ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.mp4 3MB
  33. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4.jpg 214KB
  34. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.srt 13KB
  35. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.srt 12KB
  36. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.srt 10KB
  37. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.srt 10KB
  38. ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.srt 9KB
  39. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.srt 9KB
  40. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.srt 8KB
  41. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/03 - Comparing CRISP-DM and the scientific method.srt 8KB
  42. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.srt 7KB
  43. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.srt 7KB
  44. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.srt 7KB
  45. ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.srt 7KB
  46. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.srt 7KB
  47. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.srt 7KB
  48. ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.srt 7KB
  49. ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.srt 7KB
  50. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.srt 7KB
  51. ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.srt 6KB
  52. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/02 - Skepticism about results Is that really the best predictor.srt 6KB
  53. ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.srt 6KB
  54. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/03 - Skepticism about causes Is X really causing Y.srt 5KB
  55. ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.srt 4KB
  56. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.srt 4KB
  57. ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.srt 4KB
  58. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.srt 4KB
  59. ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.srt 3KB
  60. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.srt 3KB
  61. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.srt 3KB
  62. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.srt 2KB
  63. ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.srt 2KB
  64. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.srt 2KB
  65. ~Get Your Files Here !/09 - Conclusion/01 - Review.srt 2KB
  66. ~Get Your Files Here !/Bonus Resources.txt 386B
  67. Get Bonus Downloads Here.url 177B