bayesian-chine-learning--1D7fz
01 Introduction and Outline\\/001 Whats this course all about.mp43.69MB
01 Introduction and Outline\\/002 Where to get the code for this course.mp42.03MB
01 Introduction and Outline\\/003 How to succeed in this course.mp45.52MB
02 Bayes Rule and Probability Review\\/004 Bayes Rule Review.mp414.65MB
02 Bayes Rule and Probability Review\\/005 Simple Probability Problem.mp43.23MB
02 Bayes Rule and Probability Review\\/006 The Monty Hall Problem.mp46.05MB
02 Bayes Rule and Probability Review\\/007 Imbalanced Classes.mp47.13MB
02 Bayes Rule and Probability Review\\/008 ximum Likelihood - Mean of a Gaussian.mp47.59MB
02 Bayes Rule and Probability Review\\/009 ximum Likelihood - Click-Through Rate.mp46.72MB
02 Bayes Rule and Probability Review\\/010 Confidence Intervals.mp415.82MB
02 Bayes Rule and Probability Review\\/011 What is the Bayesian Paradigm.mp49.89MB
03 Traditional AB Testing\\/012 AB Testing Problem Setup.mp46.92MB
03 Traditional AB Testing\\/013 Simple AB Testing Recipe.mp47.83MB
03 Traditional AB Testing\\/014 P-Values.mp46.20MB
03 Traditional AB Testing\\/015 Test Characteristics Assumptions and Modifications.mp410.49MB
03 Traditional AB Testing\\/016 t-test in Code.mp45.88MB
03 Traditional AB Testing\\/017 0.01 vs 0.011 - Why should we care.mp42.73MB
03 Traditional AB Testing\\/018 AB Test for Click-Through Rates Chi-Square Test.mp49.40MB
03 Traditional AB Testing\\/019 CTR AB Test in Code.mp417.06MB
03 Traditional AB Testing\\/020 ABCD... Testing - The Bonferroni Correction.mp43.64MB
03 Traditional AB Testing\\/021 Statistical Power.mp44.79MB
03 Traditional AB Testing\\/022 AB Testing Pitfalls.mp46.25MB
03 Traditional AB Testing\\/023 Traditional AB Testing Sumry.mp45.96MB
04 Bayesian AB Testing\\/024 Explore vs. Exploit.mp46.40MB
04 Bayesian AB Testing\\/025 The Epsilon-Greedy Solution.mp44.72MB
04 Bayesian AB Testing\\/026 UCB1.mp47.24MB
04 Bayesian AB Testing\\/027 Conjugate Priors.mp411.10MB
04 Bayesian AB Testing\\/028 Bayesian AB Testing.mp46.55MB
04 Bayesian AB Testing\\/029 Bayesian AB Testing in Code.mp419.48MB
04 Bayesian AB Testing\\/030 The Online Nature of Bayesian AB Testing.mp44.08MB
04 Bayesian AB Testing\\/031 Finding a Threshold Without P-Values.mp47.71MB
04 Bayesian AB Testing\\/032 Thompson Sampling Convergence Demo.mp47.60MB
04 Bayesian AB Testing\\/033 Confidence Interval Approxition vs. Beta Posterior.mp411.59MB
05 Practice kes Perfect\\/034 Exercise Compare different strategies.mp43.27MB
05 Practice kes Perfect\\/035 Exercise Die Roll.mp43.97MB
05 Practice kes Perfect\\/036 Exercise Multivariate Gaussian Likelihood.mp48.83MB
06 Appendix\\/037 How to install Numpy Scipy tplotlib Pandas IPython Theano and TensorFlow.mp443.92MB
06 Appendix\\/038 How to Code by Yourself part 1.mp424.53MB
06 Appendix\\/039 How to Code by Yourself part 2.mp414.80MB
06 Appendix\\/040 Where to get Udemy coupons and FREE deep learning terial.mp44.02MB
- CreateTime2021-10-23
- UpdateTime2021-10-27
- FileTotalCount42
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