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[GigaCourse.com] Udemy - Probability and Statistics for Business and Data Science

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视频 2023-1-15 04:03 2024-12-17 06:13 284 1.73 GB 43
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文件列表
  1. 1. Introduction/1. Course Overview Lecture - PLEASE DO NOT SKIP THIS!.mp425.37MB
  2. 2/1. What is Data.mp447.26MB
  3. 2/10. Bi-variate Data and Covariance.mp450.14MB
  4. 2/11. Pearson Correlation Coefficient.mp436.82MB
  5. 2/2. Measuring Data.mp460.35MB
  6. 2/4. Measurements of Central Tendency.mp423.26MB
  7. 2/6. Measurements of Dispersion.mp435.36MB
  8. 2/8. Measurements - Quartiles.mp429.3MB
  9. 3/1. What is Probability.mp428.31MB
  10. 3/11. Addition and Multiplication Rules.mp430.26MB
  11. 3/12. Bayes Theorem.mp463.86MB
  12. 3/2. Permutations.mp440.81MB
  13. 3/4. Combinations.mp436.12MB
  14. 3/6. Intersections, Unions, and Complements.mp434.5MB
  15. 3/7. Independent and Dependent Events.mp426.81MB
  16. 3/9. Conditional Probability.mp424.33MB
  17. 4/1. Introduction to Distributions.mp47.47MB
  18. 4/10. Normal Distribution - Formulas and Z Scores.mp480.6MB
  19. 4/2. Uniform Distribution.mp48.48MB
  20. 4/4. Binomial Distribution.mp460.1MB
  21. 4/6. Poisson Distribution.mp497.11MB
  22. 4/8. Normal Distribution.mp438.4MB
  23. 5. Statistics/1. What is Statistics.mp413.46MB
  24. 5. Statistics/10. Type 1 and Type 2 Errors.mp429.72MB
  25. 5. Statistics/12. Student's T Distribution.mp456.43MB
  26. 5. Statistics/13. Student's T Distribution Example Exercise.mp469.66MB
  27. 5. Statistics/2. Sampling.mp474.42MB
  28. 5. Statistics/3. Central Limit Theorem.mp423.07MB
  29. 5. Statistics/5. Standard Error.mp446.12MB
  30. 5. Statistics/6. Hypothesis Testing.mp466.35MB
  31. 5. Statistics/7. Hypothesis Testing Example Exercise #1.mp434.2MB
  32. 5. Statistics/8. Hypothesis Testing Example Exercise #2.mp424.61MB
  33. 6. Analysis of Variance (ANOVA)/1. Introduction to ANOVA.mp49.17MB
  34. 6. Analysis of Variance (ANOVA)/2. ANOVA - Analysis of Variance.mp442.78MB
  35. 6. Analysis of Variance (ANOVA)/3. F Distribution.mp431.6MB
  36. 6. Analysis of Variance (ANOVA)/4. Two Way ANOVA Overview.mp449.86MB
  37. 6. Analysis of Variance (ANOVA)/5. Two Way ANOVA Example Exercise.mp435.04MB
  38. 6. Analysis of Variance (ANOVA)/6. Two Way ANOVA with Replication.mp452.94MB
  39. 7. Regression/1. Linear Regression.mp458.58MB
  40. 7. Regression/2. Regression Example.mp427.9MB
  41. 7. Regression/3. Multiple Regression.mp455.77MB
  42. 8. Chi-Square Analysis/1. Chi-Square Analysis.mp446.34MB
  43. 8. Chi-Square Analysis/2. Chi Squared Analysis - Exercise Example.mp438.79MB
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