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[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing
magnet:?xt=urn:btih:1562e593b0264d77de384eb644739e8caf7cd180&dn=[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing
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Hash值:
1562e593b0264d77de384eb644739e8caf7cd180
点击数:
193
文件大小:
359.3 MB
文件数量:
40
创建日期:
2017-12-21 22:26
最后访问:
2024-6-30 05:17
访问标签:
FreeTutorials
Us
bayesian-machine-learning-in-python-ab-testing
文件列表详情
01 Introduction and Outline/001 Whats this course all about.mp4 3.69 MB
01 Introduction and Outline/002 Where to get the code for this course.mp4 2.03 MB
01 Introduction and Outline/003 How to succeed in this course.mp4 5.52 MB
02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4 14.65 MB
02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4 3.23 MB
02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4 6.05 MB
02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4 7.13 MB
02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4 7.59 MB
02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4 6.72 MB
02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4 15.82 MB
02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4 9.89 MB
03 Traditional AB Testing/012 AB Testing Problem Setup.mp4 6.92 MB
03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4 7.83 MB
03 Traditional AB Testing/014 P-Values.mp4 6.2 MB
03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4 10.49 MB
03 Traditional AB Testing/016 t-test in Code.mp4 5.88 MB
03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4 2.73 MB
03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp4 9.4 MB
03 Traditional AB Testing/019 CTR AB Test in Code.mp4 17.06 MB
03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4 3.64 MB
03 Traditional AB Testing/021 Statistical Power.mp4 4.79 MB
03 Traditional AB Testing/022 AB Testing Pitfalls.mp4 6.25 MB
03 Traditional AB Testing/023 Traditional AB Testing Summary.mp4 5.96 MB
04 Bayesian AB Testing/024 Explore vs. Exploit.mp4 6.4 MB
04 Bayesian AB Testing/025 The Epsilon-Greedy Solution.mp4 4.72 MB
04 Bayesian AB Testing/026 UCB1.mp4 7.24 MB
04 Bayesian AB Testing/027 Conjugate Priors.mp4 11.1 MB
04 Bayesian AB Testing/028 Bayesian AB Testing.mp4 6.55 MB
04 Bayesian AB Testing/029 Bayesian AB Testing in Code.mp4 19.48 MB
04 Bayesian AB Testing/030 The Online Nature of Bayesian AB Testing.mp4 4.08 MB
04 Bayesian AB Testing/031 Finding a Threshold Without P-Values.mp4 7.71 MB
04 Bayesian AB Testing/032 Thompson Sampling Convergence Demo.mp4 7.6 MB
04 Bayesian AB Testing/033 Confidence Interval Approximation vs. Beta Posterior.mp4 11.59 MB
05 Practice Makes Perfect/034 Exercise Compare different strategies.mp4 3.27 MB
05 Practice Makes Perfect/035 Exercise Die Roll.mp4 3.97 MB
05 Practice Makes Perfect/036 Exercise Multivariate Gaussian Likelihood.mp4 8.83 MB
06 Appendix/037 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.92 MB
06 Appendix/038 How to Code by Yourself part 1.mp4 24.53 MB
06 Appendix/039 How to Code by Yourself part 2.mp4 14.8 MB
06 Appendix/040 Where to get Udemy coupons and FREE deep learning material.mp4 4.02 MB
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