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Probability and Statistics for Machine Learning

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文件列表

  1. [TutsNode.com] - Probability and Statistics for Machine Learning/81-10.6 Categorical 'Dummy' Features.mp4 634MB
  2. [TutsNode.com] - Probability and Statistics for Machine Learning/42-5.3 The Central Limit Theorem.mp4 593MB
  3. [TutsNode.com] - Probability and Statistics for Machine Learning/65-8.3 Paired t-tests.mp4 584MB
  4. [TutsNode.com] - Probability and Statistics for Machine Learning/88-11.4 Bayes' Theorem.mp4 569MB
  5. [TutsNode.com] - Probability and Statistics for Machine Learning/60-7.5 p-values.mp4 563MB
  6. [TutsNode.com] - Probability and Statistics for Machine Learning/78-10.3 Fitting a Line to Points on a Cartesian Plane.mp4 538MB
  7. [TutsNode.com] - Probability and Statistics for Machine Learning/29-3.9 Covariance, a Measure of Relatedness.mp4 526MB
  8. [TutsNode.com] - Probability and Statistics for Machine Learning/09-1.7 The Law of Large Numbers and the Gambler's Fallacy.mp4 518MB
  9. [TutsNode.com] - Probability and Statistics for Machine Learning/63-8.1 Single-Sample t-tests and Degrees of Freedom.mp4 478MB
  10. [TutsNode.com] - Probability and Statistics for Machine Learning/64-8.2 Independent t-tests.mp4 475MB
  11. [TutsNode.com] - Probability and Statistics for Machine Learning/26-3.6 Variance, a Measure of Dispersion.mp4 468MB
  12. [TutsNode.com] - Probability and Statistics for Machine Learning/82-10.7 Logistic Regression to Predict Categories.mp4 459MB
  13. [TutsNode.com] - Probability and Statistics for Machine Learning/57-7.2 Review of Essential Probability Theory.mp4 451MB
  14. [TutsNode.com] - Probability and Statistics for Machine Learning/80-10.5 Ordinary Least Squares.mp4 449MB
  15. [TutsNode.com] - Probability and Statistics for Machine Learning/58-7.3 z-scores and Outliers.mp4 411MB
  16. [TutsNode.com] - Probability and Statistics for Machine Learning/68-8.6 Confidence Intervals.mp4 382MB
  17. [TutsNode.com] - Probability and Statistics for Machine Learning/41-5.2 Gaussian - Normal and Standard Normal.mp4 376MB
  18. [TutsNode.com] - Probability and Statistics for Machine Learning/30-3.10. Correlation.mp4 376MB
  19. [TutsNode.com] - Probability and Statistics for Machine Learning/25-3.5 Box-and-Whisker Plots.mp4 367MB
  20. [TutsNode.com] - Probability and Statistics for Machine Learning/56-7.1 Applications of Statistics to Machine Learning.mp4 358MB
  21. [TutsNode.com] - Probability and Statistics for Machine Learning/11-1.9 Bayesian versus Frequentist Statistics.mp4 356MB
  22. [TutsNode.com] - Probability and Statistics for Machine Learning/21-3.1 The Mean, a Measure of Central Tendency.mp4 351MB
  23. [TutsNode.com] - Probability and Statistics for Machine Learning/08-1.6 Exercises.mp4 351MB
  24. [TutsNode.com] - Probability and Statistics for Machine Learning/35-4.4 Exercises.mp4 348MB
  25. [TutsNode.com] - Probability and Statistics for Machine Learning/45-5.6 Binomial and Multinomial.mp4 341MB
  26. [TutsNode.com] - Probability and Statistics for Machine Learning/24-3.4 Quantiles - Percentiles, Quartiles, and Deciles.mp4 334MB
  27. [TutsNode.com] - Probability and Statistics for Machine Learning/53-6.3 Shannon and Differential Entropy.mp4 314MB
  28. [TutsNode.com] - Probability and Statistics for Machine Learning/66-8.4 Applications to Machine Learning.mp4 303MB
  29. [TutsNode.com] - Probability and Statistics for Machine Learning/73-9.3 Correlation versus Causation.mp4 270MB
  30. [TutsNode.com] - Probability and Statistics for Machine Learning/06-1.4 Multiple Observations.mp4 269MB
  31. [TutsNode.com] - Probability and Statistics for Machine Learning/23-3.3 Modes.mp4 266MB
  32. [TutsNode.com] - Probability and Statistics for Machine Learning/19-2.6 Exercises on Expected Value.mp4 264MB
  33. [TutsNode.com] - Probability and Statistics for Machine Learning/71-9.1 The Pearson Correlation Coefficient.mp4 261MB
  34. [TutsNode.com] - Probability and Statistics for Machine Learning/12-1.10 Applications of Probability to Machine Learning.mp4 258MB
  35. [TutsNode.com] - Probability and Statistics for Machine Learning/54-6.4 Kullback-Leibler Divergence and Cross-Entropy.mp4 247MB
  36. [TutsNode.com] - Probability and Statistics for Machine Learning/07-1.5 Factorials and Combinatorics.mp4 246MB
  37. [TutsNode.com] - Probability and Statistics for Machine Learning/67-8.5 Exercises.mp4 245MB
  38. [TutsNode.com] - Probability and Statistics for Machine Learning/01-Probability and Statistics for Machine Learning - Introduction.mp4 240MB
  39. [TutsNode.com] - Probability and Statistics for Machine Learning/28-3.8 Standard Error.mp4 235MB
  40. [TutsNode.com] - Probability and Statistics for Machine Learning/59-7.4 Exercises on z-scores.mp4 232MB
  41. [TutsNode.com] - Probability and Statistics for Machine Learning/61-7.6 Exercises on p-values.mp4 232MB
  42. [TutsNode.com] - Probability and Statistics for Machine Learning/05-1.3 Events and Sample Spaces.mp4 229MB
  43. [TutsNode.com] - Probability and Statistics for Machine Learning/85-11.1 Machine Learning versus Frequentist Statistics.mp4 227MB
  44. [TutsNode.com] - Probability and Statistics for Machine Learning/77-10.2 Linear Regression to Predict Continuous Values.mp4 221MB
  45. [TutsNode.com] - Probability and Statistics for Machine Learning/10-1.8 Probability Distributions in Statistics.mp4 211MB
  46. [TutsNode.com] - Probability and Statistics for Machine Learning/74-9.4 Correcting for Multiple Comparisons.mp4 210MB
  47. [TutsNode.com] - Probability and Statistics for Machine Learning/04-1.2 What Probability Theory Is.mp4 204MB
  48. [TutsNode.com] - Probability and Statistics for Machine Learning/44-5.5 Exponential and Laplace.mp4 191MB
  49. [TutsNode.com] - Probability and Statistics for Machine Learning/79-10.4 Linear Least Squares Exercise.mp4 177MB
  50. [TutsNode.com] - Probability and Statistics for Machine Learning/52-6.2 Self-Information, Nats, and Bits.mp4 172MB
  51. [TutsNode.com] - Probability and Statistics for Machine Learning/87-11.3 Prior Probabilities.mp4 167MB
  52. [TutsNode.com] - Probability and Statistics for Machine Learning/69-8.7 ANOVA - Analysis of Variance.mp4 165MB
  53. [TutsNode.com] - Probability and Statistics for Machine Learning/83-10.8 Open-Ended Exercises.mp4 164MB
  54. [TutsNode.com] - Probability and Statistics for Machine Learning/34-4.3 Conditional Probability.mp4 163MB
  55. [TutsNode.com] - Probability and Statistics for Machine Learning/46-5.7 Poisson.mp4 158MB
  56. [TutsNode.com] - Probability and Statistics for Machine Learning/27-3.7 Standard Deviation.mp4 155MB
  57. [TutsNode.com] - Probability and Statistics for Machine Learning/18-2.5 Expected Value.mp4 151MB
  58. [TutsNode.com] - Probability and Statistics for Machine Learning/47-5.8 Mixture Distributions.mp4 151MB
  59. [TutsNode.com] - Probability and Statistics for Machine Learning/17-2.4 Exercises on Probability Functions.mp4 148MB
  60. [TutsNode.com] - Probability and Statistics for Machine Learning/33-4.2 Marginal Probability.mp4 147MB
  61. [TutsNode.com] - Probability and Statistics for Machine Learning/72-9.2 R-squared Coefficient of Determination.mp4 145MB
  62. [TutsNode.com] - Probability and Statistics for Machine Learning/38-4.7 Conditional Independence.mp4 139MB
  63. [TutsNode.com] - Probability and Statistics for Machine Learning/15-2.2 Probability Mass Functions.mp4 132MB
  64. [TutsNode.com] - Probability and Statistics for Machine Learning/40-5.1 Uniform.mp4 130MB
  65. [TutsNode.com] - Probability and Statistics for Machine Learning/48-5.9 Preprocessing Data for Model Input.mp4 125MB
  66. [TutsNode.com] - Probability and Statistics for Machine Learning/43-5.4 Log-Normal.mp4 113MB
  67. [TutsNode.com] - Probability and Statistics for Machine Learning/14-2.1 Discrete and Continuous Variables.mp4 112MB
  68. [TutsNode.com] - Probability and Statistics for Machine Learning/36-4.5 Chain Rule of Probabilities.mp4 112MB
  69. [TutsNode.com] - Probability and Statistics for Machine Learning/22-3.2 Medians.mp4 111MB
  70. [TutsNode.com] - Probability and Statistics for Machine Learning/76-10.1 Independent versus Dependent Variables.mp4 106MB
  71. [TutsNode.com] - Probability and Statistics for Machine Learning/16-2.3 Probability Density Functions.mp4 105MB
  72. [TutsNode.com] - Probability and Statistics for Machine Learning/37-4.6 Independent Random Variables.mp4 101MB
  73. [TutsNode.com] - Probability and Statistics for Machine Learning/03-1.1 Orientation to the Machine Learning Foundations Series.mp4 98MB
  74. [TutsNode.com] - Probability and Statistics for Machine Learning/32-4.1 Joint Probability Distribution.mp4 89MB
  75. [TutsNode.com] - Probability and Statistics for Machine Learning/89-11.5 Resources for Further Study of Probability and Statistics.mp4 75MB
  76. [TutsNode.com] - Probability and Statistics for Machine Learning/90-Probability and Statistics for Machine Learning - Summary.mp4 74MB
  77. [TutsNode.com] - Probability and Statistics for Machine Learning/86-11.2 When to Use Bayesian Statistics.mp4 71MB
  78. [TutsNode.com] - Probability and Statistics for Machine Learning/75-Topics.mp4 50MB
  79. [TutsNode.com] - Probability and Statistics for Machine Learning/49-5.10 Exercises.mp4 49MB
  80. [TutsNode.com] - Probability and Statistics for Machine Learning/39-Topics.mp4 47MB
  81. [TutsNode.com] - Probability and Statistics for Machine Learning/02-Topics.mp4 41MB
  82. [TutsNode.com] - Probability and Statistics for Machine Learning/84-Topics.mp4 40MB
  83. [TutsNode.com] - Probability and Statistics for Machine Learning/51-6.1 What Information Theory Is.mp4 40MB
  84. [TutsNode.com] - Probability and Statistics for Machine Learning/62-Topics.mp4 39MB
  85. [TutsNode.com] - Probability and Statistics for Machine Learning/13-Topics.mp4 39MB
  86. [TutsNode.com] - Probability and Statistics for Machine Learning/55-Topics.mp4 39MB
  87. [TutsNode.com] - Probability and Statistics for Machine Learning/70-Topics.mp4 33MB
  88. [TutsNode.com] - Probability and Statistics for Machine Learning/50-Topics.mp4 30MB
  89. [TutsNode.com] - Probability and Statistics for Machine Learning/20-Topics.mp4 23MB
  90. [TutsNode.com] - Probability and Statistics for Machine Learning/31-Topics.mp4 22MB
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