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01 Introduction and Outline/001 Whats this course all about.mp4
3.69MB
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01 Introduction and Outline/002 Where to get the code for this course.mp4
2.03MB
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01 Introduction and Outline/003 How to succeed in this course.mp4
5.52MB
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02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4
14.65MB
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02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4
3.23MB
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02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4
6.05MB
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02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4
7.13MB
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02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4
7.59MB
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02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4
6.72MB
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02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4
15.82MB
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02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4
9.89MB
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03 Traditional AB Testing/012 AB Testing Problem Setup.mp4
6.92MB
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03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4
7.83MB
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03 Traditional AB Testing/014 P-Values.mp4
6.2MB
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03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4
10.49MB
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03 Traditional AB Testing/016 t-test in Code.mp4
5.88MB
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03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4
2.73MB
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03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp4
9.4MB
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03 Traditional AB Testing/019 CTR AB Test in Code.mp4
17.06MB
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03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4
3.64MB
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03 Traditional AB Testing/021 Statistical Power.mp4
4.79MB
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03 Traditional AB Testing/022 AB Testing Pitfalls.mp4
6.25MB
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03 Traditional AB Testing/023 Traditional AB Testing Summary.mp4
5.96MB
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04 Bayesian AB Testing/024 Explore vs. Exploit.mp4
6.4MB
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04 Bayesian AB Testing/025 The Epsilon-Greedy Solution.mp4
4.72MB
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04 Bayesian AB Testing/026 UCB1.mp4
7.24MB
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04 Bayesian AB Testing/027 Conjugate Priors.mp4
11.1MB
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04 Bayesian AB Testing/028 Bayesian AB Testing.mp4
6.55MB
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04 Bayesian AB Testing/029 Bayesian AB Testing in Code.mp4
19.48MB
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04 Bayesian AB Testing/030 The Online Nature of Bayesian AB Testing.mp4
4.08MB
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04 Bayesian AB Testing/031 Finding a Threshold Without P-Values.mp4
7.71MB
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04 Bayesian AB Testing/032 Thompson Sampling Convergence Demo.mp4
7.6MB
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04 Bayesian AB Testing/033 Confidence Interval Approximation vs. Beta Posterior.mp4
11.59MB
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05 Practice Makes Perfect/034 Exercise Compare different strategies.mp4
3.27MB
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05 Practice Makes Perfect/035 Exercise Die Roll.mp4
3.97MB
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05 Practice Makes Perfect/036 Exercise Multivariate Gaussian Likelihood.mp4
8.83MB
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06 Appendix/037 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
43.92MB
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06 Appendix/038 How to Code by Yourself part 1.mp4
24.53MB
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06 Appendix/039 How to Code by Yourself part 2.mp4
14.8MB
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06 Appendix/040 Where to get Udemy coupons and FREE deep learning material.mp4
4.02MB
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[FreeTutorials.Us].txt
75B
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