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[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing

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视频 2017-12-21 22:26 2024-6-26 08:40 192 359.3 MB 40
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文件列表
  1. 01 Introduction and Outline/001 Whats this course all about.mp43.69MB
  2. 01 Introduction and Outline/002 Where to get the code for this course.mp42.03MB
  3. 01 Introduction and Outline/003 How to succeed in this course.mp45.52MB
  4. 02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp414.65MB
  5. 02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp43.23MB
  6. 02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp46.05MB
  7. 02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp47.13MB
  8. 02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp47.59MB
  9. 02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp46.72MB
  10. 02 Bayes Rule and Probability Review/010 Confidence Intervals.mp415.82MB
  11. 02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp49.89MB
  12. 03 Traditional AB Testing/012 AB Testing Problem Setup.mp46.92MB
  13. 03 Traditional AB Testing/013 Simple AB Testing Recipe.mp47.83MB
  14. 03 Traditional AB Testing/014 P-Values.mp46.2MB
  15. 03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp410.49MB
  16. 03 Traditional AB Testing/016 t-test in Code.mp45.88MB
  17. 03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp42.73MB
  18. 03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp49.4MB
  19. 03 Traditional AB Testing/019 CTR AB Test in Code.mp417.06MB
  20. 03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp43.64MB
  21. 03 Traditional AB Testing/021 Statistical Power.mp44.79MB
  22. 03 Traditional AB Testing/022 AB Testing Pitfalls.mp46.25MB
  23. 03 Traditional AB Testing/023 Traditional AB Testing Summary.mp45.96MB
  24. 04 Bayesian AB Testing/024 Explore vs. Exploit.mp46.4MB
  25. 04 Bayesian AB Testing/025 The Epsilon-Greedy Solution.mp44.72MB
  26. 04 Bayesian AB Testing/026 UCB1.mp47.24MB
  27. 04 Bayesian AB Testing/027 Conjugate Priors.mp411.1MB
  28. 04 Bayesian AB Testing/028 Bayesian AB Testing.mp46.55MB
  29. 04 Bayesian AB Testing/029 Bayesian AB Testing in Code.mp419.48MB
  30. 04 Bayesian AB Testing/030 The Online Nature of Bayesian AB Testing.mp44.08MB
  31. 04 Bayesian AB Testing/031 Finding a Threshold Without P-Values.mp47.71MB
  32. 04 Bayesian AB Testing/032 Thompson Sampling Convergence Demo.mp47.6MB
  33. 04 Bayesian AB Testing/033 Confidence Interval Approximation vs. Beta Posterior.mp411.59MB
  34. 05 Practice Makes Perfect/034 Exercise Compare different strategies.mp43.27MB
  35. 05 Practice Makes Perfect/035 Exercise Die Roll.mp43.97MB
  36. 05 Practice Makes Perfect/036 Exercise Multivariate Gaussian Likelihood.mp48.83MB
  37. 06 Appendix/037 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp443.92MB
  38. 06 Appendix/038 How to Code by Yourself part 1.mp424.53MB
  39. 06 Appendix/039 How to Code by Yourself part 2.mp414.8MB
  40. 06 Appendix/040 Where to get Udemy coupons and FREE deep learning material.mp44.02MB
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