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[] Udemy - Bayesian Machine Learning in Python AB Testing

  • 收录时间:2020-10-04 22:03:00
  • 文件大小:1GB
  • 下载次数:18
  • 最近下载:2021-01-20 05:45:11
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文件列表

  1. 7. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.mp4 186MB
  2. 8. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78MB
  3. 4. Traditional AB Testing/9. CTR AB Test in Code.mp4 57MB
  4. 2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 55MB
  5. 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 50MB
  6. 7. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 44MB
  7. 3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.mp4 44MB
  8. 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 44MB
  9. 3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.mp4 42MB
  10. 3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 41MB
  11. 9. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39MB
  12. 2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 39MB
  13. 10. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 38MB
  14. 9. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).mp4 38MB
  15. 3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32MB
  16. 1. Introduction and Outline/2. Where to get the code for this course.mp4 30MB
  17. 9. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).mp4 29MB
  18. 1. Introduction and Outline/1. What's this course all about.mp4 29MB
  19. 3. Bayes Rule and Probability Review/5. The Monty Hall Problem.mp4 28MB
  20. 1. Introduction and Outline/3. How to succeed in this course.mp4 28MB
  21. 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 28MB
  22. 3. Bayes Rule and Probability Review/4. The Gambler.mp4 27MB
  23. 8. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4 25MB
  24. 3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.mp4 22MB
  25. 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 19MB
  26. 3. Bayes Rule and Probability Review/12. Suggestion Box.mp4 16MB
  27. 3. Bayes Rule and Probability Review/10. Confidence Intervals.mp4 15MB
  28. 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 15MB
  29. 8. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4 15MB
  30. 9. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).mp4 13MB
  31. 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 12MB
  32. 5. Bayesian AB Testing/5. Conjugate Priors.mp4 11MB
  33. 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 11MB
  34. 3. Bayes Rule and Probability Review/11. What is the Bayesian Paradigm.mp4 10MB
  35. 3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).mp4 9MB
  36. 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9MB
  37. 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9MB
  38. 6. Practice Makes Perfect/4. Exercise Gaussians.mp4 9MB
  39. 4. Traditional AB Testing/6. t-test Exercise.mp4 9MB
  40. 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8MB
  41. 8. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.mp4 8MB
  42. 4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 8MB
  43. 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 8MB
  44. 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 8MB
  45. 5. Bayesian AB Testing/4. UCB1.mp4 7MB
  46. 4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 7MB
  47. 5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 7MB
  48. 5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6MB
  49. 3. Bayes Rule and Probability Review/1. Review Section Introduction.mp4 6MB
  50. 4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6MB
  51. 4. Traditional AB Testing/3. P-Values.mp4 6MB
  52. 4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6MB
  53. 4. Traditional AB Testing/5. t-test in Code.mp4 6MB
  54. 10. Appendix FAQ/1. What is the Appendix.mp4 5MB
  55. 4. Traditional AB Testing/12. Statistical Power.mp4 5MB
  56. 4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4MB
  57. 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4MB
  58. 6. Practice Makes Perfect/3. Exercise Die Roll.mp4 4MB
  59. 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 4MB
  60. 6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3MB
  61. 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 3MB
  62. 9. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 32KB
  63. 9. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).srt 23KB
  64. 8. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).srt 23KB
  65. 7. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.srt 20KB
  66. 9. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).srt 16KB
  67. 2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15KB
  68. 3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.srt 15KB
  69. 9. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).srt 15KB
  70. 7. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14KB
  71. 8. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.srt 14KB
  72. 3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.srt 14KB
  73. 8. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).srt 13KB
  74. 3. Bayes Rule and Probability Review/10. Confidence Intervals.srt 13KB
  75. 3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).srt 13KB
  76. 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt 13KB
  77. 3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).srt 10KB
  78. 3. Bayes Rule and Probability Review/5. The Monty Hall Problem.srt 10KB
  79. 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt 10KB
  80. 2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 10KB
  81. 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt 10KB
  82. 5. Bayesian AB Testing/5. Conjugate Priors.srt 9KB
  83. 1. Introduction and Outline/3. How to succeed in this course.srt 9KB
  84. 10. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt 8KB
  85. 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt 8KB
  86. 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt 8KB
  87. 3. Bayes Rule and Probability Review/4. The Gambler.srt 8KB
  88. 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt 8KB
  89. 1. Introduction and Outline/2. Where to get the code for this course.srt 8KB
  90. 4. Traditional AB Testing/9. CTR AB Test in Code.srt 7KB
  91. 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt 7KB
  92. 4. Traditional AB Testing/6. t-test Exercise.srt 7KB
  93. 6. Practice Makes Perfect/4. Exercise Gaussians.srt 7KB
  94. 4. Traditional AB Testing/2. Simple AB Testing Recipe.srt 7KB
  95. 3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.srt 7KB
  96. 4. Traditional AB Testing/1. AB Testing Problem Setup.srt 6KB
  97. 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt 6KB
  98. 3. Bayes Rule and Probability Review/11. What is the Bayesian Paradigm.srt 6KB
  99. 8. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.srt 6KB
  100. 5. Bayesian AB Testing/4. UCB1.srt 6KB
  101. 1. Introduction and Outline/1. What's this course all about.srt 6KB
  102. 5. Bayesian AB Testing/1. Explore vs. Exploit.srt 5KB
  103. 5. Bayesian AB Testing/6. Bayesian AB Testing.srt 5KB
  104. 4. Traditional AB Testing/13. AB Testing Pitfalls.srt 5KB
  105. 4. Traditional AB Testing/14. Traditional AB Testing Summary.srt 5KB
  106. 4. Traditional AB Testing/3. P-Values.srt 5KB
  107. 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt 5KB
  108. 3. Bayes Rule and Probability Review/12. Suggestion Box.srt 5KB
  109. 4. Traditional AB Testing/12. Statistical Power.srt 4KB
  110. 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt 4KB
  111. 10. Appendix FAQ/1. What is the Appendix.srt 4KB
  112. 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt 3KB
  113. 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.srt 3KB
  114. 6. Practice Makes Perfect/3. Exercise Die Roll.srt 3KB
  115. 4. Traditional AB Testing/10. Chi-Square Exercise.srt 3KB
  116. 4. Traditional AB Testing/5. t-test in Code.srt 3KB
  117. 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt 3KB
  118. 6. Practice Makes Perfect/1. Exercise Compare different strategies.srt 3KB
  119. 3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).srt 3KB
  120. 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt 3KB
  121. 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt 2KB
  122. 3. Bayes Rule and Probability Review/1. Review Section Introduction.srt 2KB
  123. 0. Websites you may like/[DesireCourse.Net].url 51B
  124. 3. Bayes Rule and Probability Review/0. Websites you may like/[DesireCourse.Net].url 51B
  125. 3. Bayes Rule and Probability Review/[DesireCourse.Net].url 51B
  126. 8. Extra Help With Python Coding for Beginners/0. Websites you may like/[DesireCourse.Net].url 51B
  127. 8. Extra Help With Python Coding for Beginners/[DesireCourse.Net].url 51B
  128. [DesireCourse.Net].url 51B
  129. 0. Websites you may like/[CourseClub.Me].url 48B
  130. 3. Bayes Rule and Probability Review/0. Websites you may like/[CourseClub.Me].url 48B
  131. 3. Bayes Rule and Probability Review/[CourseClub.Me].url 48B
  132. 8. Extra Help With Python Coding for Beginners/0. Websites you may like/[CourseClub.Me].url 48B
  133. 8. Extra Help With Python Coding for Beginners/[CourseClub.Me].url 48B
  134. [CourseClub.Me].url 48B