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

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TutSala  com  Linkedin  Machine  Learning  and  Foundations  Prediction  Causation  and  Statistical  Inference  
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Files
  1. Get Bonus Downloads Here.url 177B
  2. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4 6.12MB
  3. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4.jpg 214.32KB
  4. ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.srt 2.20KB
  5. ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.mp4 12.87MB
  6. ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.srt 7.38KB
  7. ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.mp4 17.64MB
  8. ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.srt 8.99KB
  9. ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.mp4 3.30MB
  10. ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.srt 2.11KB
  11. ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.mp4 6.13MB
  12. ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.srt 3.32KB
  13. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.mp4 21.22MB
  14. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.srt 10.24KB
  15. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.mp4 11.20MB
  16. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.srt 7.41KB
  17. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.mp4 12.47MB
  18. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.srt 7.50KB
  19. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.mp4 5.36MB
  20. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.srt 2.79KB
  21. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.mp4 21.13MB
  22. ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.srt 11.73KB
  23. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.mp4 22.24MB
  24. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.srt 13.03KB
  25. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.mp4 3.42MB
  26. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.srt 1.99KB
  27. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.mp4 7.71MB
  28. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.srt 6.54KB
  29. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.mp4 12.93MB
  30. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.srt 3.66KB
  31. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.mp4 4.77MB
  32. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.srt 2.58KB
  33. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.mp4 13.03MB
  34. ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.srt 9.93KB
  35. ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.mp4 14.63MB
  36. ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.srt 6.67KB
  37. ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.mp4 10.95MB
  38. ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.srt 5.81KB
  39. ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.mp4 10.21MB
  40. ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.srt 6.65KB
  41. ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.mp4 10.17MB
  42. ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.srt 6.49KB
  43. ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.mp4 5.06MB
  44. ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.srt 3.79KB
  45. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.mp4 12.58MB
  46. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.srt 8.54KB
  47. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.mp4 10.14MB
  48. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.srt 7.24KB
  49. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.mp4 6.08MB
  50. ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.srt 4.18KB
  51. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.mp4 11.98MB
  52. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.srt 7.90KB
  53. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.mp4 12.33MB
  54. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.srt 7.44KB
  55. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.mp4 15.06MB
  56. ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.srt 6.68KB
  57. ~Get Your Files Here !/09 - Conclusion/01 - Review.mp4 3.45MB
  58. ~Get Your Files Here !/09 - Conclusion/01 - Review.srt 1.67KB
  59. ~Get Your Files Here !/Bonus Resources.txt 386B