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[] Udemy - Math for Data Science Masterclass

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文件列表

  1. 05 - Probability/001 Introduction to Probability.mp4 89MB
  2. 02 - Core Data Concepts/001 Introduction to Core Data Concepts.mp4 86MB
  3. 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4 77MB
  4. 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp4 68MB
  5. 08 - The Normal Distribution/001 Introduction to The Normal Distribution.mp4 63MB
  6. 08 - The Normal Distribution/005 Z-Scores.mp4 61MB
  7. 04 - Combinatorics/001 Introduction to Combinatorics.mp4 60MB
  8. 06 - Joint Distributions/001 Introduction to Joint Distributions.mp4 57MB
  9. 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null.mp4 55MB
  10. 11 - Regression/006 ANOVA.mp4 55MB
  11. 05 - Probability/007 Transforming Random Variables.mp4 53MB
  12. 03 - Visualizing Data/002 Scatter Plots.mp4 52MB
  13. 03 - Visualizing Data/001 Introduction to Visualizing Data.mp4 52MB
  14. 09 - Sampling/002 Sampling and Bias.mp4 50MB
  15. 05 - Probability/006 Discrete Probability.mp4 49MB
  16. 11 - Regression/003 Correlation Coefficient and the Residual.mp4 47MB
  17. 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 46MB
  18. 07 - Data Distributions/001 Introduction to Data Distributions.mp4 46MB
  19. 07 - Data Distributions/007 Binomial Distribution.mp4 44MB
  20. 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4 42MB
  21. 11 - Regression/004 Coefficient of Determination and the RMSE.mp4 41MB
  22. 11 - Regression/005 Chi-Square Tests.mp4 40MB
  23. 09 - Sampling/003 The Central Limit Theorem.mp4 40MB
  24. 09 - Sampling/005 Confidence Interval for the Mean.mp4 39MB
  25. 09 - Sampling/001 Introduction to Sampling.mp4 38MB
  26. 06 - Joint Distributions/003 Pearson Correlation Coefficient.mp4 36MB
  27. 06 - Joint Distributions/002 Covariance.mp4 36MB
  28. 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation.mp4 33MB
  29. 07 - Data Distributions/004 Probability Density Functions.mp4 33MB
  30. 10 - Hypothesis Testing/006 AB Testing.mp4 33MB
  31. 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors.mp4 33MB
  32. 05 - Probability/008 Combinations of Random Variables.mp4 33MB
  33. 11 - Regression/001 Introduction to Regression.mp4 33MB
  34. 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests.mp4 32MB
  35. 02 - Core Data Concepts/004 Quartiles and IQR.mp4 32MB
  36. 08 - The Normal Distribution/003 Normal Distribution.mp4 30MB
  37. 05 - Probability/004 Conditional Probability, Independent and Dependent.mp4 29MB
  38. 07 - Data Distributions/009 Poisson Distribution.mp4 28MB
  39. 04 - Combinatorics/004 Combinations.mp4 27MB
  40. 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation.mp4 27MB
  41. 07 - Data Distributions/002 Probability Mass Functions.mp4 25MB
  42. 07 - Data Distributions/008 Bernoulli Distribution.mp4 24MB
  43. 01 - Introduction/002 Course Overview and Curriculum.mp4 24MB
  44. 05 - Probability/005 Bayes' Theorem.mp4 23MB
  45. 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses.mp4 23MB
  46. 04 - Combinatorics/002 Factorials.mp4 23MB
  47. 07 - Data Distributions/006 Cumulative Distribution Functions.mp4 22MB
  48. 09 - Sampling/004 The Student's t-Distribution.mp4 22MB
  49. 03 - Visualizing Data/008 Common Plot Pitfalls.mp4 20MB
  50. 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot.mp4 19MB
  51. 03 - Visualizing Data/004 Distribution Plots - Histograms.mp4 17MB
  52. 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage.mp4 16MB
  53. 03 - Visualizing Data/003 Line Plots.mp4 16MB
  54. 04 - Combinatorics/003 Permutations.mp4 15MB
  55. 11 - Regression/002 Scatterplots and Regression.mp4 15MB
  56. 08 - The Normal Distribution/004 Standard Normal Distribution.mp4 14MB
  57. 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots.mp4 11MB
  58. 03 - Visualizing Data/005 Categorical Plots - Bar Plots.mp4 11MB
  59. 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll.mp4 10MB
  60. 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 91KB
  61. 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 87KB
  62. 05 - Probability/009 04-Probability-Practice-Questions-Answers.pdf 81KB
  63. 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions-Answers.pdf 70KB
  64. 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions-Answers.pdf 67KB
  65. 09 - Sampling/006 08-Sampling-Practice-Questions-Answers.pdf 60KB
  66. 04 - Combinatorics/005 03-Combinatorics-Practice-Questions-Answers.pdf 59KB
  67. 11 - Regression/007 10-Regression-Practice-Questions-Answers.pdf 59KB
  68. 09 - Sampling/002 Sampling and Bias_en.srt 39KB
  69. 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt 37KB
  70. 05 - Probability/006 Discrete Probability_en.srt 36KB
  71. 11 - Regression/006 ANOVA_en.srt 36KB
  72. 05 - Probability/007 Transforming Random Variables_en.srt 34KB
  73. 11 - Regression/007 10-Regression-Practice-Questions.pdf 33KB
  74. 11 - Regression/003 Correlation Coefficient and the Residual_en.srt 31KB
  75. 05 - Probability/001 Introduction to Probability_en.srt 31KB
  76. 10 - Hypothesis Testing/006 AB Testing_en.srt 31KB
  77. 06 - Joint Distributions/001 Introduction to Joint Distributions_en.srt 31KB
  78. 09 - Sampling/003 The Central Limit Theorem_en.srt 31KB
  79. 07 - Data Distributions/007 Binomial Distribution_en.srt 30KB
  80. 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null_en.srt 30KB
  81. 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation_en.srt 29KB
  82. 09 - Sampling/006 08-Sampling-Practice-Questions.pdf 29KB
  83. 03 - Visualizing Data/001 Introduction to Visualizing Data_en.srt 28KB
  84. 03 - Visualizing Data/002 Scatter Plots_en.srt 28KB
  85. 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt 28KB
  86. 09 - Sampling/005 Confidence Interval for the Mean_en.srt 28KB
  87. 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions.pdf 27KB
  88. 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors_en.srt 26KB
  89. 06 - Joint Distributions/002 Covariance_en.srt 26KB
  90. 08 - The Normal Distribution/005 Z-Scores_en.srt 26KB
  91. 07 - Data Distributions/004 Probability Density Functions_en.srt 25KB
  92. 02 - Core Data Concepts/001 Introduction to Core Data Concepts_en.srt 24KB
  93. 11 - Regression/004 Coefficient of Determination and the RMSE_en.srt 24KB
  94. 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt 24KB
  95. 05 - Probability/009 04-Probability-Practice-Questions.pdf 24KB
  96. 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing_en.srt 23KB
  97. 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions.pdf 23KB
  98. 08 - The Normal Distribution/001 Introduction to The Normal Distribution_en.srt 23KB
  99. 02 - Core Data Concepts/004 Quartiles and IQR_en.srt 23KB
  100. 11 - Regression/005 Chi-Square Tests_en.srt 23KB
  101. 04 - Combinatorics/002 Factorials_en.srt 23KB
  102. 07 - Data Distributions/001 Introduction to Data Distributions_en.srt 23KB
  103. 05 - Probability/008 Combinations of Random Variables_en.srt 22KB
  104. 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation_en.srt 22KB
  105. 05 - Probability/004 Conditional Probability, Independent and Dependent_en.srt 22KB
  106. 06 - Joint Distributions/003 Pearson Correlation Coefficient_en.srt 21KB
  107. 04 - Combinatorics/005 03-Combinatorics-Practice-Questions.pdf 21KB
  108. 09 - Sampling/001 Introduction to Sampling_en.srt 21KB
  109. 08 - The Normal Distribution/003 Normal Distribution_en.srt 21KB
  110. 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions.pdf 20KB
  111. 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions.pdf 20KB
  112. 07 - Data Distributions/002 Probability Mass Functions_en.srt 19KB
  113. 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests_en.srt 19KB
  114. 04 - Combinatorics/004 Combinations_en.srt 19KB
  115. 07 - Data Distributions/009 Poisson Distribution_en.srt 19KB
  116. 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot_en.srt 18KB
  117. 07 - Data Distributions/006 Cumulative Distribution Functions_en.srt 18KB
  118. 04 - Combinatorics/001 Introduction to Combinatorics_en.srt 18KB
  119. 03 - Visualizing Data/004 Distribution Plots - Histograms_en.srt 18KB
  120. 03 - Visualizing Data/008 Common Plot Pitfalls_en.srt 18KB
  121. 07 - Data Distributions/008 Bernoulli Distribution_en.srt 18KB
  122. 11 - Regression/001 Introduction to Regression_en.srt 17KB
  123. 05 - Probability/005 Bayes' Theorem_en.srt 17KB
  124. 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses_en.srt 17KB
  125. 04 - Combinatorics/003 Permutations_en.srt 17KB
  126. 09 - Sampling/004 The Student's t-Distribution_en.srt 15KB
  127. 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage_en.srt 15KB
  128. 03 - Visualizing Data/003 Line Plots_en.srt 15KB
  129. 08 - The Normal Distribution/004 Standard Normal Distribution_en.srt 11KB
  130. 11 - Regression/002 Scatterplots and Regression_en.srt 11KB
  131. 03 - Visualizing Data/005 Categorical Plots - Bar Plots_en.srt 11KB
  132. 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt 11KB
  133. 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll_en.srt 9KB
  134. 01 - Introduction/002 Course Overview and Curriculum_en.srt 7KB
  135. 01 - Introduction/001 Welcome to the Course! Important Info in this Lecture!.html 2KB
  136. 0. Websites you may like/[FreeCourseSite.com].url 127B
  137. 05 - Probability/0. Websites you may like/[FreeCourseSite.com].url 127B
  138. 08 - The Normal Distribution/0. Websites you may like/[FreeCourseSite.com].url 127B
  139. 0. Websites you may like/[CourseClub.Me].url 122B
  140. 05 - Probability/0. Websites you may like/[CourseClub.Me].url 122B
  141. 08 - The Normal Distribution/0. Websites you may like/[CourseClub.Me].url 122B
  142. 05 - Probability/009 Probability Practice Problem Set and Answers.html 106B
  143. 04 - Combinatorics/005 Combinatorics Practice Problem Set and Answers.html 99B
  144. 06 - Joint Distributions/004 Joint Distribution Practice Problem Set and Answers.html 79B
  145. 07 - Data Distributions/010 Data Distributions Practice Problem Set and Answers.html 79B
  146. 08 - The Normal Distribution/006 Normal Distribution Practice Problem Set and Answers.html 79B
  147. 09 - Sampling/006 Sampling Practice Problem Set and Answers.html 79B
  148. 10 - Hypothesis Testing/007 Hypothesis Testing Practice Problem Set and Answers.html 79B
  149. 11 - Regression/007 Regression Practice Problem Set and Answers.html 79B
  150. 0. Websites you may like/[GigaCourse.Com].url 49B
  151. 05 - Probability/0. Websites you may like/[GigaCourse.Com].url 49B
  152. 08 - The Normal Distribution/0. Websites you may like/[GigaCourse.Com].url 49B