DesireCourse Com Udemy Bayesian Machine Learning in Python AB Testing

DesireCourse Com Udemy Bayesian Machine Learning in Python AB Testing

Name	[DesireCourse.Com] Udemy - Bayesian Machine Learning in Python AB Testing	DOWNLOAD Copy Link
Total Size	376.8 MB
Total Files	42
Hash	22791ABA4866080AC7CD8A971E9118604FFCEFC5

/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
/
[DesireCourse.Com].txt	0.8 KB
[DesireCourse.Com].url	0.1 KB
Total files 42