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[] Udemy - Bayesian Machine Learning in Python AB Testing

  • 收录时间:2019-05-13 21:02:42
  • 文件大小:898MB
  • 下载次数:64
  • 最近下载:2021-01-06 00:21:44
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文件列表

  1. 6. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186MB
  2. 6. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4 78MB
  3. 3. Traditional AB Testing/9. CTR AB Test in Code.mp4 57MB
  4. 6. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 44MB
  5. 6. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39MB
  6. 6. Appendix/12. What order should I take your courses in (part 2).mp4 38MB
  7. 6. Appendix/12. What order should I take your courses in (part 2).vtt 38MB
  8. 6. Appendix/11. What order should I take your courses in (part 1).mp4 29MB
  9. 5. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 28MB
  10. 6. Appendix/4. How to Code by Yourself (part 1).mp4 25MB
  11. 4. Bayesian AB Testing/6. Bayesian AB Testing in Code.mp4 19MB
  12. 2. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 15MB
  13. 6. Appendix/5. How to Code by Yourself (part 2).mp4 15MB
  14. 2. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 15MB
  15. 6. Appendix/6. How to Succeed in this Course (Long Version).mp4 13MB
  16. 4. Bayesian AB Testing/10. Confidence Interval Approximation vs. Beta Posterior.mp4 12MB
  17. 4. Bayesian AB Testing/4. Conjugate Priors.mp4 11MB
  18. 3. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 11MB
  19. 2. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 10MB
  20. 4. Bayesian AB Testing/11. Adaptive Ad Server Exercise.mp4 9MB
  21. 3. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9MB
  22. 5. Practice Makes Perfect/4. Exercise Gaussians.mp4 9MB
  23. 3. Traditional AB Testing/6. t-test Exercise.mp4 9MB
  24. 5. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8MB
  25. 6. Appendix/10. Python 2 vs Python 3.mp4 8MB
  26. 3. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 8MB
  27. 4. Bayesian AB Testing/8. Finding a Threshold Without P-Values.mp4 8MB
  28. 4. Bayesian AB Testing/9. Thompson Sampling Convergence Demo.mp4 8MB
  29. 2. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 8MB
  30. 4. Bayesian AB Testing/3. UCB1.mp4 7MB
  31. 4. Bayesian AB Testing/3. UCB1.vtt 7MB
  32. 2. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7MB
  33. 3. Traditional AB Testing/1. AB Testing Problem Setup.mp4 7MB
  34. 2. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 7MB
  35. 4. Bayesian AB Testing/5. Bayesian AB Testing.mp4 7MB
  36. 4. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6MB
  37. 3. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6MB
  38. 3. Traditional AB Testing/3. P-Values.mp4 6MB
  39. 2. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6MB
  40. 3. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6MB
  41. 3. Traditional AB Testing/5. t-test in Code.mp4 6MB
  42. 1. Introduction and Outline/3. How to succeed in this course.mp4 6MB
  43. 6. Appendix/1. What is the Appendix.mp4 5MB
  44. 3. Traditional AB Testing/12. Statistical Power.mp4 5MB
  45. 4. Bayesian AB Testing/2. The Epsilon-Greedy Solution.mp4 5MB
  46. 3. Traditional AB Testing/10. Chi-Square Exercise.mp4 4MB
  47. 4. Bayesian AB Testing/7. The Online Nature of Bayesian AB Testing.mp4 4MB
  48. 6. Appendix/9. Where to get Udemy coupons and FREE deep learning material.mp4 4MB
  49. 5. Practice Makes Perfect/3. Exercise Die Roll.mp4 4MB
  50. 1. Introduction and Outline/1. What's this course all about.mp4 4MB
  51. 3. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 4MB
  52. 5. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3MB
  53. 2. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3MB
  54. 3. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 3MB
  55. 1. Introduction and Outline/2. Where to get the code for this course.mp4 2MB
  56. 6. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt 28KB
  57. 6. Appendix/4. How to Code by Yourself (part 1).vtt 20KB
  58. 6. Appendix/2. Windows-Focused Environment Setup 2018.vtt 17KB
  59. 6. Appendix/11. What order should I take your courses in (part 1).vtt 14KB
  60. 6. Appendix/6. How to Succeed in this Course (Long Version).vtt 13KB
  61. 6. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt 12KB
  62. 6. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.vtt 12KB
  63. 6. Appendix/5. How to Code by Yourself (part 2).vtt 12KB
  64. 2. Bayes Rule and Probability Review/7. Confidence Intervals.vtt 12KB
  65. 2. Bayes Rule and Probability Review/1. Bayes Rule Review.vtt 11KB
  66. 3. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.vtt 8KB
  67. 4. Bayesian AB Testing/4. Conjugate Priors.vtt 8KB
  68. 3. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).vtt 7KB
  69. 5. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.vtt 7KB
  70. 4. Bayesian AB Testing/11. Adaptive Ad Server Exercise.vtt 7KB
  71. 3. Traditional AB Testing/9. CTR AB Test in Code.vtt 6KB
  72. 4. Bayesian AB Testing/6. Bayesian AB Testing in Code.vtt 6KB
  73. 3. Traditional AB Testing/6. t-test Exercise.vtt 6KB
  74. 5. Practice Makes Perfect/4. Exercise Gaussians.vtt 6KB
  75. 3. Traditional AB Testing/2. Simple AB Testing Recipe.vtt 6KB
  76. 3. Traditional AB Testing/1. AB Testing Problem Setup.vtt 6KB
  77. 2. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.vtt 5KB
  78. 4. Bayesian AB Testing/8. Finding a Threshold Without P-Values.vtt 5KB
  79. 2. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.vtt 5KB
  80. 6. Appendix/10. Python 2 vs Python 3.vtt 5KB
  81. 2. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.vtt 5KB
  82. 2. Bayes Rule and Probability Review/4. Imbalanced Classes.vtt 5KB
  83. 4. Bayesian AB Testing/1. Explore vs. Exploit.vtt 5KB
  84. 2. Bayes Rule and Probability Review/3. The Monty Hall Problem.vtt 5KB
  85. 4. Bayesian AB Testing/5. Bayesian AB Testing.vtt 5KB
  86. 3. Traditional AB Testing/13. AB Testing Pitfalls.vtt 5KB
  87. 3. Traditional AB Testing/14. Traditional AB Testing Summary.vtt 5KB
  88. 3. Traditional AB Testing/3. P-Values.vtt 4KB
  89. 1. Introduction and Outline/3. How to succeed in this course.vtt 4KB
  90. 4. Bayesian AB Testing/10. Confidence Interval Approximation vs. Beta Posterior.vtt 4KB
  91. 3. Traditional AB Testing/12. Statistical Power.vtt 4KB
  92. 4. Bayesian AB Testing/2. The Epsilon-Greedy Solution.vtt 3KB
  93. 6. Appendix/1. What is the Appendix.vtt 3KB
  94. 6. Appendix/9. Where to get Udemy coupons and FREE deep learning material.vtt 3KB
  95. 4. Bayesian AB Testing/7. The Online Nature of Bayesian AB Testing.vtt 3KB
  96. 4. Bayesian AB Testing/9. Thompson Sampling Convergence Demo.vtt 3KB
  97. 5. Practice Makes Perfect/3. Exercise Die Roll.vtt 3KB
  98. 1. Introduction and Outline/1. What's this course all about.vtt 3KB
  99. 3. Traditional AB Testing/10. Chi-Square Exercise.vtt 3KB
  100. 3. Traditional AB Testing/5. t-test in Code.vtt 3KB
  101. 3. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.vtt 3KB
  102. 5. Practice Makes Perfect/1. Exercise Compare different strategies.vtt 3KB
  103. 2. Bayes Rule and Probability Review/2. Simple Probability Problem.vtt 2KB
  104. 5. Practice Makes Perfect/5. Exercise Gaussian Implementation.vtt 2KB
  105. 3. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.vtt 2KB
  106. 1. Introduction and Outline/2. Where to get the code for this course.vtt 1KB
  107. [FCS Forum].url 133B
  108. [FreeCourseSite.com].url 127B