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[] Udemy - Math for Data Science Masterclass

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文件列表

  1. 5 - Probability/20 - Introduction to Probability.mp4 121MB
  2. 8 - The Normal Distribution/47 - ZScores.mp4 101MB
  3. 10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4 94MB
  4. 8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4 86MB
  5. 10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4 86MB
  6. 2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4 86MB
  7. 11 - Regression/67 - ANOVA.mp4 83MB
  8. 3 - Visualizing Data/8 - Scatter Plots.mp4 80MB
  9. 5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4 77MB
  10. 5 - Probability/26 - Transforming Random Variables.mp4 77MB
  11. 6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4 74MB
  12. 9 - Sampling/50 - Sampling and Bias.mp4 70MB
  13. 5 - Probability/25 - Discrete Probability.mp4 69MB
  14. 11 - Regression/64 - Correlation Coefficient and the Residual.mp4 69MB
  15. 3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4 68MB
  16. 2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4 64MB
  17. 7 - Data Distributions/39 - Binomial Distribution.mp4 64MB
  18. 7 - Data Distributions/33 - Introduction to Data Distributions.mp4 62MB
  19. 5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4 62MB
  20. 11 - Regression/66 - ChiSquare Tests.mp4 62MB
  21. 4 - Combinatorics/15 - Introduction to Combinatorics.mp4 60MB
  22. 11 - Regression/65 - Coefficient of Determination and the RMSE.mp4 58MB
  23. 9 - Sampling/53 - Confidence Interval for the Mean.mp4 56MB
  24. 9 - Sampling/51 - The Central Limit Theorem.mp4 56MB
  25. 6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4 55MB
  26. 9 - Sampling/49 - Introduction to Sampling.mp4 51MB
  27. 6 - Joint Distributions/30 - Covariance.mp4 50MB
  28. 10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4 47MB
  29. 7 - Data Distributions/36 - Probability Density Functions.mp4 46MB
  30. 10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4 46MB
  31. 5 - Probability/27 - Combinations of Random Variables.mp4 46MB
  32. 10 - Hypothesis Testing/60 - AB Testing.mp4 46MB
  33. 2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp4 46MB
  34. 2 - Core Data Concepts/6 - Quartiles and IQR.mp4 44MB
  35. 11 - Regression/62 - Introduction to Regression.mp4 44MB
  36. 8 - The Normal Distribution/45 - Normal Distribution.mp4 43MB
  37. 5 - Probability/23 - Conditional Probability Independent and Dependent.mp4 42MB
  38. 7 - Data Distributions/41 - Poisson Distribution.mp4 41MB
  39. 4 - Combinatorics/18 - Combinations.mp4 37MB
  40. 8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4 37MB
  41. 7 - Data Distributions/34 - Probability Mass Functions.mp4 35MB
  42. 9 - Sampling/52 - The Students tDistribution.mp4 34MB
  43. 7 - Data Distributions/40 - Bernoulli Distribution.mp4 34MB
  44. 10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4 34MB
  45. 5 - Probability/24 - Bayes Theorem.mp4 33MB
  46. 7 - Data Distributions/38 - Cumulative Distribution Functions.mp4 31MB
  47. 4 - Combinatorics/16 - Factorials.mp4 30MB
  48. 3 - Visualizing Data/14 - Common Plot Pitfalls.mp4 27MB
  49. 3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4 25MB
  50. 1 - Introduction/2 - Course Overview and Curriculum.mp4 24MB
  51. 3 - Visualizing Data/10 - Distribution Plots Histograms.mp4 23MB
  52. 3 - Visualizing Data/9 - Line Plots.mp4 22MB
  53. 7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp4 22MB
  54. 11 - Regression/63 - Scatterplots and Regression.mp4 21MB
  55. 4 - Combinatorics/17 - Permutations.mp4 20MB
  56. 8 - The Normal Distribution/46 - Standard Normal Distribution.mp4 19MB
  57. 3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp4 15MB
  58. 3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp4 14MB
  59. 7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp4 13MB
  60. 10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 82KB
  61. 5 - Probability/28 - 04-Probability-Practice-Questions-Answers.pdf 81KB
  62. 8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 80KB
  63. 6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf 70KB
  64. 7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions-Answers.pdf 67KB
  65. 9 - Sampling/54 - 08-Sampling-Practice-Questions-Answers.pdf 60KB
  66. 4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions-Answers.pdf 59KB
  67. 11 - Regression/68 - 10-Regression-Practice-Questions-Answers.pdf 59KB
  68. 9 - Sampling/50 - Sampling and Bias English.vtt 35KB
  69. 2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode English.vtt 33KB
  70. 11 - Regression/68 - 10-Regression-Practice-Questions.pdf 33KB
  71. 5 - Probability/25 - Discrete Probability English.vtt 32KB
  72. 11 - Regression/67 - ANOVA English.vtt 32KB
  73. 5 - Probability/26 - Transforming Random Variables English.vtt 31KB
  74. 9 - Sampling/54 - 08-Sampling-Practice-Questions.pdf 29KB
  75. 11 - Regression/64 - Correlation Coefficient and the Residual English.vtt 28KB
  76. 10 - Hypothesis Testing/60 - AB Testing English.vtt 28KB
  77. 5 - Probability/20 - Introduction to Probability English.vtt 28KB
  78. 6 - Joint Distributions/29 - Introduction to Joint Distributions English.vtt 28KB
  79. 9 - Sampling/51 - The Central Limit Theorem English.vtt 28KB
  80. 7 - Data Distributions/39 - Binomial Distribution English.vtt 27KB
  81. 10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions.pdf 27KB
  82. 10 - Hypothesis Testing/59 - The pValue and Rejecting the Null English.vtt 27KB
  83. 2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation English.vtt 26KB
  84. 3 - Visualizing Data/7 - Introduction to Visualizing Data English.vtt 26KB
  85. 5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected English.vtt 26KB
  86. 3 - Visualizing Data/8 - Scatter Plots English.vtt 26KB
  87. 9 - Sampling/53 - Confidence Interval for the Mean English.vtt 25KB
  88. 5 - Probability/28 - 04-Probability-Practice-Questions.pdf 24KB
  89. 8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions.pdf 23KB
  90. 10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors English.vtt 23KB
  91. 6 - Joint Distributions/30 - Covariance English.vtt 23KB
  92. 8 - The Normal Distribution/47 - ZScores English.vtt 23KB
  93. 7 - Data Distributions/36 - Probability Density Functions English.vtt 22KB
  94. 2 - Core Data Concepts/3 - Introduction to Core Data Concepts English.vtt 22KB
  95. 11 - Regression/65 - Coefficient of Determination and the RMSE English.vtt 22KB
  96. 5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt 21KB
  97. 10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing English.vtt 21KB
  98. 8 - The Normal Distribution/43 - Introduction to The Normal Distribution English.vtt 21KB
  99. 2 - Core Data Concepts/6 - Quartiles and IQR English.vtt 21KB
  100. 4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions.pdf 21KB
  101. 11 - Regression/66 - ChiSquare Tests English.vtt 21KB
  102. 4 - Combinatorics/16 - Factorials English.vtt 21KB
  103. 7 - Data Distributions/33 - Introduction to Data Distributions English.vtt 20KB
  104. 5 - Probability/27 - Combinations of Random Variables English.vtt 20KB
  105. 7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions.pdf 20KB
  106. 6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions.pdf 20KB
  107. 8 - The Normal Distribution/44 - Mean Variance and Standard Deviation English.vtt 20KB
  108. 5 - Probability/23 - Conditional Probability Independent and Dependent English.vtt 20KB
  109. 6 - Joint Distributions/31 - Pearson Correlation Coefficient English.vtt 19KB
  110. 8 - The Normal Distribution/45 - Normal Distribution English.vtt 19KB
  111. 9 - Sampling/49 - Introduction to Sampling English.vtt 19KB
  112. 10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests English.vtt 18KB
  113. 7 - Data Distributions/34 - Probability Mass Functions English.vtt 18KB
  114. 4 - Combinatorics/18 - Combinations English.vtt 17KB
  115. 7 - Data Distributions/41 - Poisson Distribution English.vtt 17KB
  116. 3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot English.vtt 17KB
  117. 7 - Data Distributions/38 - Cumulative Distribution Functions English.vtt 17KB
  118. 4 - Combinatorics/15 - Introduction to Combinatorics English.vtt 16KB
  119. 3 - Visualizing Data/10 - Distribution Plots Histograms English.vtt 16KB
  120. 3 - Visualizing Data/14 - Common Plot Pitfalls English.vtt 16KB
  121. 7 - Data Distributions/40 - Bernoulli Distribution English.vtt 16KB
  122. 11 - Regression/62 - Introduction to Regression English.vtt 16KB
  123. 5 - Probability/24 - Bayes Theorem English.vtt 16KB
  124. 10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses English.vtt 15KB
  125. 4 - Combinatorics/17 - Permutations English.vtt 15KB
  126. 9 - Sampling/52 - The Students tDistribution English.vtt 14KB
  127. 7 - Data Distributions/37 - Continuous Uniform Distribution Voltage English.vtt 14KB
  128. 3 - Visualizing Data/9 - Line Plots English.vtt 13KB
  129. 8 - The Normal Distribution/46 - Standard Normal Distribution English.vtt 10KB
  130. 11 - Regression/63 - Scatterplots and Regression English.vtt 10KB
  131. 3 - Visualizing Data/11 - Categorical Plots Bar Plots English.vtt 10KB
  132. 3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt 10KB
  133. 7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll English.vtt 8KB
  134. 1 - Introduction/2 - Course Overview and Curriculum English.vtt 6KB
  135. 1 - Introduction/1 - Welcome to the Course Important Info in this Lecture.html 2KB
  136. 2 - Core Data Concepts/1 - CheckIn Quiz Central Tendency.html 164B
  137. 0. Websites you may like/[FreeCourseSite.com].url 127B
  138. 0. Websites you may like/[CourseClub.Me].url 122B
  139. 5 - Probability/28 - Probability Practice Problem Set and Answers.html 106B
  140. 4 - Combinatorics/19 - Combinatorics Practice Problem Set and Answers.html 99B
  141. 10 - Hypothesis Testing/61 - Hypothesis Testing Practice Problem Set and Answers.html 79B
  142. 11 - Regression/68 - Regression Practice Problem Set and Answers.html 79B
  143. 6 - Joint Distributions/32 - Joint Distribution Practice Problem Set and Answers.html 79B
  144. 7 - Data Distributions/42 - Data Distributions Practice Problem Set and Answers.html 79B
  145. 8 - The Normal Distribution/48 - Normal Distribution Practice Problem Set and Answers.html 79B
  146. 9 - Sampling/54 - Sampling Practice Problem Set and Answers.html 79B
  147. 0. Websites you may like/[GigaCourse.Com].url 49B