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365 Data Science - Statistics [CoursesGhar]

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视频 2021-7-15 20:40 2024-12-24 08:03 175 1.82 GB 43
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365 Data Science - Statistics CoursesGhar

文件列表
  1. 1. Introduction [CoursesGhar.Com]/1. Welcome to Statistics.mp428.56MB
  2. 1. Introduction [CoursesGhar.Com]/2. Population vs sample.mp469.53MB
  3. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/1. Types of data.mp480.41MB
  4. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/10. Standard deviation and coefficient of variation.mp437.58MB
  5. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/11. Covariance.mp424.02MB
  6. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/12. Correlation.mp425.91MB
  7. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/2. Levels of measurement.mp451.85MB
  8. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/3. Categorical variables. Visualization techniques.mp412.33MB
  9. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/4. Numerical variables. Frequency distribution table.mp421.18MB
  10. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/5. The histogram.mp412.05MB
  11. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/6. Cross table and scatter plot.mp432.02MB
  12. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/7. Mean, median, mode.mp431.27MB
  13. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/8. Skewness.mp416.66MB
  14. 2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/9. Variance.mp444.44MB
  15. 3. Practical Example - Descriptive Statistics [CoursesGhar.Com]/1. Practical Example - Descriptive Statistics.mp4123MB
  16. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/1. Introduction.mp417.37MB
  17. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/2. What is a distribution.mp464.28MB
  18. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/3. The Normal Distribution.mp433.96MB
  19. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/4. The Standard Normal Distribution.mp419.55MB
  20. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/5. Central limit theorem.mp470.55MB
  21. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/6. Standard error.mp423.3MB
  22. 4. Inferential Statistics Fundamentals [CoursesGhar.Com]/7. Estimators and estimates.mp460.8MB
  23. 5. Confidence Intervals [CoursesGhar.Com]/1. Definition of confidence intervals.mp457.27MB
  24. 5. Confidence Intervals [CoursesGhar.Com]/10. Confidence intervals. Two means. Independent samples (Part 3).mp421.59MB
  25. 5. Confidence Intervals [CoursesGhar.Com]/2. Population variance known, z-score.mp460.56MB
  26. 5. Confidence Intervals [CoursesGhar.Com]/3. Confidence Interval Clarifications.mp452.15MB
  27. 5. Confidence Intervals [CoursesGhar.Com]/4. Student_s T Distribution.mp437.94MB
  28. 5. Confidence Intervals [CoursesGhar.Com]/5. Population variance unknown, t-score.mp49.84MB
  29. 5. Confidence Intervals [CoursesGhar.Com]/6. Margin of error.mp417.67MB
  30. 5. Confidence Intervals [CoursesGhar.Com]/7. Confidence intervals. Two means. Dependent samples.mp457.06MB
  31. 5. Confidence Intervals [CoursesGhar.Com]/8. Confidence intervals. Two means. Independent samples (Part1).mp420.62MB
  32. 5. Confidence Intervals [CoursesGhar.Com]/9. Confidence intervals. Two means. Independent samples (Part2).mp420.81MB
  33. 6. Practical Example - Confidence Intervals [CoursesGhar.Com]/1. Practical Example - Confidence Intervals.mp469.12MB
  34. 7. Hypothesis testing [CoursesGhar.Com]/1. Null vs Alternative.mp487.13MB
  35. 7. Hypothesis testing [CoursesGhar.Com]/2. Rejection region and significance level.mp4106.36MB
  36. 7. Hypothesis testing [CoursesGhar.Com]/3. Type I error vs type II error.mp438.75MB
  37. 7. Hypothesis testing [CoursesGhar.Com]/4. Test for the mean. Population variance known.mp443.45MB
  38. 7. Hypothesis testing [CoursesGhar.Com]/5. p-value.mp482.77MB
  39. 7. Hypothesis testing [CoursesGhar.Com]/6. Test for the mean. Population variance unknown.mp433.81MB
  40. 7. Hypothesis testing [CoursesGhar.Com]/7. Test for the mean. Dependent samples.mp441.25MB
  41. 7. Hypothesis testing [CoursesGhar.Com]/8. Test for the mean. Independent samples (Part1).mp425.4MB
  42. 7. Hypothesis testing [CoursesGhar.Com]/9. Test for the mean. Independent samples (Part2).mp431.21MB
  43. 8. Practical Example - Hypothesis testing [CoursesGhar.Com]/1. Practical Example - Hypothesis Testing.mp452.97MB
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