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文档列表

7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt 109.4 MB
7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
4. Traditional AB Testing/9. CTR AB Test in Code.mp4 59.7 MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 57.3 MB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 52.4 MB
7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt 45.9 MB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 45.9 MB
7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 40.4 MB
7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 39.7 MB
7. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 39.5 MB
7. Appendix FAQ/10. What order should I take your courses in (part 1).srt 30.8 MB
7. Appendix FAQ/10. What order should I take your courses in (part 1).mp4 30.8 MB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt 29.0 MB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 28.9 MB
7. Appendix FAQ/4. How to Code by Yourself (part 1).mp4 25.7 MB
4. Traditional AB Testing/14. Traditional AB Testing Summary.srt 24.6 MB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt 23.1 MB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 20.4 MB
3. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 16.1 MB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt 16.0 MB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 16.0 MB
7. Appendix FAQ/5. How to Code by Yourself (part 2).mp4 15.5 MB
3. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 15.4 MB
7. Appendix FAQ/6. How to Succeed in this Course (Long Version).srt 13.2 MB
7. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4 13.2 MB
4. Traditional AB Testing/2. Simple AB Testing Recipe.srt 13.0 MB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt 12.2 MB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 12.1 MB
5. Bayesian AB Testing/5. Conjugate Priors.mp4 11.6 MB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 11.0 MB
3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 10.4 MB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9.9 MB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.9 MB
6. Practice Makes Perfect/4. Exercise Gaussians.mp4 9.3 MB
4. Traditional AB Testing/6. t-test Exercise.mp4 9.0 MB
4. Traditional AB Testing/10. Chi-Square Exercise.srt 8.9 MB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8.4 MB
7. Appendix FAQ/9. Python 2 vs Python 3.mp4 8.2 MB
4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 8.2 MB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 8.1 MB
3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 8.0 MB
5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 8.0 MB
5. Bayesian AB Testing/4. UCB1.mp4 7.6 MB
3. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7.5 MB
4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 7.3 MB
3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 7.1 MB
5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 6.9 MB
5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.7 MB
4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.6 MB
4. Traditional AB Testing/3. P-Values.mp4 6.5 MB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt 6.4 MB
3. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6.4 MB
4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6.3 MB
4. Traditional AB Testing/5. t-test in Code.mp4 6.2 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 5.8 MB
5. Bayesian AB Testing/1. Explore vs. Exploit.srt 5.7 MB
7. Appendix FAQ/1. What is the Appendix.mp4 5.7 MB
4. Traditional AB Testing/12. Statistical Power.mp4 5.0 MB
4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.3 MB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4.3 MB
6. Practice Makes Perfect/3. Exercise Die Roll.mp4 4.2 MB
1. Introduction and Outline/1. What's this course all about.mp4 3.9 MB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.8 MB
6. Practice Makes Perfect/1. Exercise Compare different strategies.srt 3.4 MB
6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.4 MB
3. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3.4 MB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.9 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 2.1 MB
7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 32.5 kB
7. Appendix FAQ/11. What order should I take your courses in (part 2).srt 23.6 kB
7. Appendix FAQ/4. How to Code by Yourself (part 1).srt 23.3 kB
7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.srt 20.6 kB
2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15.8 kB
7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14.8 kB
7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.srt 14.5 kB
7. Appendix FAQ/5. How to Code by Yourself (part 2).srt 13.6 kB
3. Bayes Rule and Probability Review/7. Confidence Intervals.srt 13.5 kB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt 13.2 kB
3. Bayes Rule and Probability Review/1. Bayes Rule Review.srt 12.7 kB
2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 9.8 kB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt 9.7 kB
5. Bayesian AB Testing/5. Conjugate Priors.srt 9.4 kB
7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.srt 8.1 kB
4. Traditional AB Testing/9. CTR AB Test in Code.srt 7.6 kB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt 7.5 kB
4. Traditional AB Testing/6. t-test Exercise.srt 7.3 kB
6. Practice Makes Perfect/4. Exercise Gaussians.srt 7.2 kB
4. Traditional AB Testing/1. AB Testing Problem Setup.srt 6.6 kB
3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.srt 6.4 kB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt 6.4 kB
3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.srt 6.3 kB
7. Appendix FAQ/9. Python 2 vs Python 3.srt 6.2 kB
5. Bayesian AB Testing/4. UCB1.srt 6.2 kB
3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.srt 6.1 kB
3. Bayes Rule and Probability Review/4. Imbalanced Classes.srt 5.8 kB
3. Bayes Rule and Probability Review/3. The Monty Hall Problem.srt 5.5 kB
5. Bayesian AB Testing/6. Bayesian AB Testing.srt 5.5 kB
4. Traditional AB Testing/13. AB Testing Pitfalls.srt 5.4 kB
4. Traditional AB Testing/3. P-Values.srt 5.2 kB
1. Introduction and Outline/3. How to succeed in this course.srt 4.9 kB
4. Traditional AB Testing/12. Statistical Power.srt 4.1 kB
7. Appendix FAQ/1. What is the Appendix.srt 3.8 kB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt 3.4 kB
5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.srt 3.3 kB
6. Practice Makes Perfect/3. Exercise Die Roll.srt 3.2 kB
1. Introduction and Outline/1. What's this course all about.srt 3.2 kB
4. Traditional AB Testing/5. t-test in Code.srt 3.2 kB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt 3.1 kB
3. Bayes Rule and Probability Review/2. Simple Probability Problem.srt 2.8 kB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt 2.6 kB
1. Introduction and Outline/2. Where to get the code for this course.srt 1.6 kB
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