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

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

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种子哈希：1562e593b0264d77de384eb644739e8caf7cd180
文件大小：359.3M
已经下载：972次
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收录时间：2017-08-19
最近下载：2025-06-12

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文件列表

  • 01 Introduction and Outline/001 Whats this course all about.mp4 3.9 MB
  • 01 Introduction and Outline/002 Where to get the code for this course.mp4 2.1 MB
  • 01 Introduction and Outline/003 How to succeed in this course.mp4 5.8 MB
  • 02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4 15.4 MB
  • 02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4 3.4 MB
  • 02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4 6.3 MB
  • 02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4 7.5 MB
  • 02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4 8.0 MB
  • 02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4 7.1 MB
  • 02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4 16.6 MB
  • 02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4 10.4 MB
  • 03 Traditional AB Testing/012 AB Testing Problem Setup.mp4 7.3 MB
  • 03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4 8.2 MB
  • 03 Traditional AB Testing/014 P-Values.mp4 6.5 MB
  • 03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4 11.0 MB
  • 03 Traditional AB Testing/016 t-test in Code.mp4 6.2 MB
  • 03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4 2.9 MB
  • 03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp4 9.9 MB
  • 03 Traditional AB Testing/019 CTR AB Test in Code.mp4 17.9 MB
  • 03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4 3.8 MB
  • 03 Traditional AB Testing/021 Statistical Power.mp4 5.0 MB
  • 03 Traditional AB Testing/022 AB Testing Pitfalls.mp4 6.6 MB
  • 03 Traditional AB Testing/023 Traditional AB Testing Summary.mp4 6.3 MB
  • 04 Bayesian AB Testing/024 Explore vs. Exploit.mp4 6.7 MB
  • 04 Bayesian AB Testing/025 The Epsilon-Greedy Solution.mp4 4.9 MB
  • 04 Bayesian AB Testing/026 UCB1.mp4 7.6 MB
  • 04 Bayesian AB Testing/027 Conjugate Priors.mp4 11.6 MB
  • 04 Bayesian AB Testing/028 Bayesian AB Testing.mp4 6.9 MB
  • 04 Bayesian AB Testing/029 Bayesian AB Testing in Code.mp4 20.4 MB
  • 04 Bayesian AB Testing/030 The Online Nature of Bayesian AB Testing.mp4 4.3 MB
  • 04 Bayesian AB Testing/031 Finding a Threshold Without P-Values.mp4 8.1 MB
  • 04 Bayesian AB Testing/032 Thompson Sampling Convergence Demo.mp4 8.0 MB
  • 04 Bayesian AB Testing/033 Confidence Interval Approximation vs. Beta Posterior.mp4 12.1 MB
  • 05 Practice Makes Perfect/034 Exercise Compare different strategies.mp4 3.4 MB
  • 05 Practice Makes Perfect/035 Exercise Die Roll.mp4 4.2 MB
  • 05 Practice Makes Perfect/036 Exercise Multivariate Gaussian Likelihood.mp4 9.3 MB
  • 06 Appendix/037 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
  • 06 Appendix/038 How to Code by Yourself part 1.mp4 25.7 MB
  • 06 Appendix/039 How to Code by Yourself part 2.mp4 15.5 MB
  • 06 Appendix/040 Where to get Udemy coupons and FREE deep learning material.mp4 4.2 MB
  • [FreeTutorials.Us].txt 75 Bytes
  • Freetutorials.Us.url 119 Bytes

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