FileMood

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

FreeTutorials Us bayesian machine learning in python ab testing

Name

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

 DOWNLOAD Copy Link

Total Size

376.8 MB

Total Files

42

Hash

1562E593B0264D77DE384EB644739E8CAF7CD180

/01 Introduction and Outline/

001 Whats this course all about.mp4

3.9 MB

002 Where to get the code for this course.mp4

2.1 MB

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

005 Simple Probability Problem.mp4

3.4 MB

006 The Monty Hall Problem.mp4

6.3 MB

007 Imbalanced Classes.mp4

7.5 MB

008 Maximum Likelihood - Mean of a Gaussian.mp4

8.0 MB

009 Maximum Likelihood - Click-Through Rate.mp4

7.1 MB

010 Confidence Intervals.mp4

16.6 MB

011 What is the Bayesian Paradigm.mp4

10.4 MB

/03 Traditional AB Testing/

012 AB Testing Problem Setup.mp4

7.3 MB

013 Simple AB Testing Recipe.mp4

8.2 MB

014 P-Values.mp4

6.5 MB

015 Test Characteristics Assumptions and Modifications.mp4

11.0 MB

016 t-test in Code.mp4

6.2 MB

017 0.01 vs 0.011 - Why should we care.mp4

2.9 MB

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

9.9 MB

019 CTR AB Test in Code.mp4

17.9 MB

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

3.8 MB

021 Statistical Power.mp4

5.0 MB

022 AB Testing Pitfalls.mp4

6.6 MB

023 Traditional AB Testing Summary.mp4

6.3 MB

/04 Bayesian AB Testing/

024 Explore vs. Exploit.mp4

6.7 MB

025 The Epsilon-Greedy Solution.mp4

4.9 MB

026 UCB1.mp4

7.6 MB

027 Conjugate Priors.mp4

11.6 MB

028 Bayesian AB Testing.mp4

6.9 MB

029 Bayesian AB Testing in Code.mp4

20.4 MB

030 The Online Nature of Bayesian AB Testing.mp4

4.3 MB

031 Finding a Threshold Without P-Values.mp4

8.1 MB

032 Thompson Sampling Convergence Demo.mp4

8.0 MB

033 Confidence Interval Approximation vs. Beta Posterior.mp4

12.1 MB

/05 Practice Makes Perfect/

034 Exercise Compare different strategies.mp4

3.4 MB

035 Exercise Die Roll.mp4

4.2 MB

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

038 How to Code by Yourself part 1.mp4

25.7 MB

039 How to Code by Yourself part 2.mp4

15.5 MB

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

4.2 MB

/

[FreeTutorials.Us].txt

0.1 KB

Freetutorials.Us.url

0.1 KB

 

Total files 42


Copyright © 2024 FileMood.com