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

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File Name
Size
01 Introduction and Outline/001 Whats this course all about.mp4
3.7 MB
01 Introduction and Outline/002 Where to get the code for this course.mp4
2.0 MB
01 Introduction and Outline/003 How to succeed in this course.mp4
5.5 MB
02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4
15 MB
02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4
3.2 MB
02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4
6.1 MB
02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4
7.1 MB
02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4
7.6 MB
02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4
6.7 MB
02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4
16 MB
02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4
9.9 MB
03 Traditional AB Testing/012 AB Testing Problem Setup.mp4
6.9 MB
03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4
7.8 MB
03 Traditional AB Testing/014 P-Values.mp4
6.2 MB
03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4
10 MB
03 Traditional AB Testing/016 t-test in Code.mp4
5.9 MB
03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4
2.7 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 MB
03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4
3.6 MB
03 Traditional AB Testing/021 Statistical Power.mp4
4.8 MB
03 Traditional AB Testing/022 AB Testing Pitfalls.mp4
6.3 MB
03 Traditional AB Testing/023 Traditional AB Testing Summary.mp4
6.0 MB
04 Bayesian AB Testing/024 Explore vs. Exploit.mp4
6.4 MB
04 Bayesian AB Testing/025 The Epsilon-Greedy Solution.mp4
4.7 MB
04 Bayesian AB Testing/026 UCB1.mp4
7.2 MB
04 Bayesian AB Testing/027 Conjugate Priors.mp4
11 MB
04 Bayesian AB Testing/028 Bayesian AB Testing.mp4
6.5 MB
04 Bayesian AB Testing/029 Bayesian AB Testing in Code.mp4
20 MB
04 Bayesian AB Testing/030 The Online Nature of Bayesian AB Testing.mp4
4.1 MB
04 Bayesian AB Testing/031 Finding a Threshold Without P-Values.mp4
7.7 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
12 MB
05 Practice Makes Perfect/034 Exercise Compare different strategies.mp4
3.3 MB
05 Practice Makes Perfect/035 Exercise Die Roll.mp4
4.0 MB
05 Practice Makes Perfect/036 Exercise Multivariate Gaussian Likelihood.mp4
8.8 MB
06 Appendix/037 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
44 MB
06 Appendix/038 How to Code by Yourself part 1.mp4
24 MB
06 Appendix/039 How to Code by Yourself part 2.mp4
15 MB
06 Appendix/040 Where to get Udemy coupons and FREE deep learning material.mp4
4.0 MB
[FreeTutorials.Us].txt
75 B
Freetutorials.Us.url
119 B