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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Torrent File Content (42 files)


[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing
    01 Introduction and Outline
          001 Whats this course all about.mp4 -
3.69 MB

          002 Where to get the code for this course.mp4 -
2.03 MB

          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

          005 Simple Probability Problem.mp4 -
3.23 MB

          006 The Monty Hall Problem.mp4 -
6.05 MB

          007 Imbalanced Classes.mp4 -
7.13 MB

          008 Maximum Likelihood - Mean of a Gaussian.mp4 -
7.59 MB

          009 Maximum Likelihood - Click-Through Rate.mp4 -
6.72 MB

          010 Confidence Intervals.mp4 -
15.82 MB

          011 What is the Bayesian Paradigm.mp4 -
9.89 MB

    03 Traditional AB Testing
          012 AB Testing Problem Setup.mp4 -
6.92 MB

          013 Simple AB Testing Recipe.mp4 -
7.83 MB

          014 P-Values.mp4 -
6.2 MB

          015 Test Characteristics Assumptions and Modifications.mp4 -
10.49 MB

          016 t-test in Code.mp4 -
5.88 MB

          017 0.01 vs 0.011 - Why should we care.mp4 -
2.73 MB

          018 AB Test for Click-Through Rates Chi-Square Test.mp4 -
9.4 MB

          019 CTR AB Test in Code.mp4 -
17.06 MB

          020 ABCD... Testing - The Bonferroni Correction.mp4 -
3.64 MB

          021 Statistical Power.mp4 -
4.79 MB

          022 AB Testing Pitfalls.mp4 -
6.25 MB

          023 Traditional AB Testing Summary.mp4 -
5.96 MB

    04 Bayesian AB Testing
          024 Explore vs. Exploit.mp4 -
6.4 MB

          025 The Epsilon-Greedy Solution.mp4 -
4.72 MB

          026 UCB1.mp4 -
7.24 MB

          027 Conjugate Priors.mp4 -
11.1 MB

          028 Bayesian AB Testing.mp4 -
6.55 MB

          029 Bayesian AB Testing in Code.mp4 -
19.48 MB

          030 The Online Nature of Bayesian AB Testing.mp4 -
4.08 MB

          031 Finding a Threshold Without P-Values.mp4 -
7.71 MB

          032 Thompson Sampling Convergence Demo.mp4 -
7.6 MB

          033 Confidence Interval Approximation vs. Beta Posterior.mp4 -
11.59 MB

    05 Practice Makes Perfect
          034 Exercise Compare different strategies.mp4 -
3.27 MB

          035 Exercise Die Roll.mp4 -
3.97 MB

          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

          038 How to Code by Yourself part 1.mp4 -
24.53 MB

          039 How to Code by Yourself part 2.mp4 -
14.8 MB

          040 Where to get Udemy coupons and FREE deep learning material.mp4 -
4.02 MB

     [FreeTutorials.Us].txt -
75 bytes

     Freetutorials.Us.url -
119 bytes



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