| 1. AB Testing Problem Setup.mp4 | 6.9 MB | ||
| 1. AB Testing Problem Setup.srt | 6.4 KB | ||
| 1. Exercise Compare different strategies.mp4 | 3.3 MB | ||
| 1. Exercise Compare different strategies.srt | 2.9 KB | ||
| 1. Explore vs. Exploit.mp4 | 6.4 MB | ||
| 1. Explore vs. Exploit.srt | 5.5 KB | ||
| 1. How to Code by Yourself (part 1).mp4 | 24.5 MB | ||
| 1. How to Code by Yourself (part 1).srt | 22.8 KB | ||
| 1. How to Succeed in this Course (Long Version).mp4 | 12.6 MB | ||
| 1. How to Succeed in this Course (Long Version).srt | 14.6 KB | ||
| 1. Real-World Examples of AB Testing.mp4 | 38.5 MB | ||
| 1. Real-World Examples of AB Testing.srt | 9.6 KB | ||
| 1. Review Section Introduction.mp4 | 6.4 MB | ||
| 1. Review Section Introduction.srt | 1.7 KB | ||
| 1. What is the Appendix.mp4 | 5.5 MB | ||
| 1. What is the Appendix.srt | 3.7 KB | ||
| 1. What's this course all about.mp4 | 29.3 MB | ||
| 1. What's this course all about.srt | 6 KB | ||
| 1. Windows-Focused Environment Setup 2018.mp4 | 186.4 MB | ||
| 1. Windows-Focused Environment Setup 2018.srt | 20.1 KB | ||
| 10. Chi-Square Exercise.mp4 | 4.1 MB | ||
| 10. Chi-Square Exercise.srt | 3.2 KB | ||
| 10. Confidence Intervals.mp4 | 15.4 MB | ||
| 10. Confidence Intervals.srt | 13.2 KB | ||
| 10. Thompson Sampling Convergence Demo.mp4 | 7.6 MB | ||
| 10. Thompson Sampling Convergence Demo.srt | 3.3 KB | ||
| 11. ABCD… Testing - The Bonferroni Correction.mp4 | 3.6 MB | ||
| 11. ABCD… Testing - The Bonferroni Correction.srt | 3 KB | ||
| 11. Confidence Interval Approximation vs. Beta Posterior.mp4 | 11.6 MB | ||
| 11. Confidence Interval Approximation vs. Beta Posterior.srt | 4.7 KB | ||
| 11. What is the Bayesian Paradigm.mp4 | 9.9 MB | ||
| 11. What is the Bayesian Paradigm.srt | 6.1 KB | ||
| 12. Adaptive Ad Server Exercise.mp4 | 9.5 MB | ||
| 12. Adaptive Ad Server Exercise.srt | 7.6 KB | ||
| 12. Statistical Power.mp4 | 4.8 MB | ||
| 12. Statistical Power.srt | 4 KB | ||
| 12. Suggestion Box.mp4 | 16.1 MB | ||
| 12. Suggestion Box.srt | 4.7 KB | ||
| 13. AB Testing Pitfalls.mp4 | 6.3 MB | ||
| 13. AB Testing Pitfalls.srt | 5.2 KB | ||
| 14. Traditional AB Testing Summary.mp4 | 6 MB | ||
| 14. Traditional AB Testing Summary.srt | 5.1 KB | ||
| 2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 | 37.8 MB | ||
| 2. BONUS Where to get Udemy coupons and FREE deep learning material.srt | 7.9 KB | ||
| 2. How to Code by Yourself (part 2).mp4 | 14.8 MB | ||
| 2. How to Code by Yourself (part 2).srt | 13.3 KB | ||
| 2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB | ||
| 2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 14.5 KB | ||
| 2. Intro to Exercises on Conjugate Priors.mp4 | 27.6 MB | ||
| 2. Intro to Exercises on Conjugate Priors.srt | 7.8 KB | ||
| 2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB | ||
| 2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 31.8 KB | ||
| 2. More about the Explore-Exploit Dilemma.mp4 | 43.7 MB | ||
| 2. More about the Explore-Exploit Dilemma.srt | 9.9 KB | ||
| 2. Probability and Bayes' Rule Review.mp4 | 21.9 MB | ||
| 2. Probability and Bayes' Rule Review.srt | 6.6 KB | ||
| 2. Simple AB Testing Recipe.mp4 | 7.8 MB | ||
| 2. Simple AB Testing Recipe.srt | 6.7 KB | ||
| 2. What is Bayesian Machine Learning.mp4 | 54.7 MB | ||
| 2. What is Bayesian Machine Learning.srt | 15.4 KB | ||
| 2. Where to get the code for this course.mp4 | 30.4 MB | ||
| 2. Where to get the code for this course.srt | 7.5 KB | ||
| 3. Calculating Probabilities - Practice.mp4 | 41.7 MB | ||
| 3. Calculating Probabilities - Practice.srt | 13.9 KB | ||
| 3. Exercise Die Roll.mp4 | 4 MB | ||
| 3. Exercise Die Roll.srt | 3.2 KB | ||
| 3. How to succeed in this course.mp4 | 27.9 MB | ||
| 3. How to succeed in this course.srt | 8.8 KB | ||
| 3. P-Values.mp4 | 6.2 MB | ||
| 3. P-Values.srt | 5.1 KB | ||
| 3. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.3 MB | ||
| 3. Proof that using Jupyter Notebook is the same as not using it.srt | 14.1 KB | ||
| 3. The Epsilon-Greedy Solution.mp4 | 15.3 MB | ||
| 3. The Epsilon-Greedy Solution.srt | 3.9 KB | ||
| 3. What order should I take your courses in (part 1).mp4 | 29.3 MB | ||
| 3. What order should I take your courses in (part 1).srt | 16 KB | ||
| 4. Exercise Gaussians.mp4 | 8.8 MB | ||
| 4. Exercise Gaussians.srt | 7 KB | ||
| 4. Python 2 vs Python 3.mp4 | 7.8 MB | ||
| 4. Python 2 vs Python 3.srt | 6.1 KB | ||
| 4. Test Characteristics, Assumptions, and Modifications.mp4 | 10.5 MB | ||
| 4. Test Characteristics, Assumptions, and Modifications.srt | 9.5 KB | ||
| 4. The Gambler.mp4 | 27.3 MB | ||
| 4. The Gambler.srt | 7.7 KB | ||
| 4. UCB1.mp4 | 7.2 MB | ||
| 4. UCB1.srt | 6 KB | ||
| 4. What order should I take your courses in (part 2).mp4 | 37.6 MB | ||
| 4. What order should I take your courses in (part 2).srt | 23 KB | ||
| 5. Conjugate Priors.mp4 | 11.1 MB | ||
| 5. Conjugate Priors.srt | 9.2 KB | ||
| 5. Exercise Gaussian Implementation.mp4 | 8 MB | ||
| 5. Exercise Gaussian Implementation.srt | 2.5 KB | ||
| 5. The Monty Hall Problem.mp4 | 28.1 MB | ||
| 5. The Monty Hall Problem.srt | 10.1 KB | ||
| 5. t-test in Code.mp4 | 5.9 MB | ||
| 5. t-test in Code.srt | 3.1 KB | ||
| 6. Bayesian AB Testing.mp4 | 6.6 MB | ||
| 6. Bayesian AB Testing.srt | 5.3 KB | ||
| 6. Maximum Likelihood Estimation - Bernoulli.mp4 | 43.8 MB | ||
| 6. Maximum Likelihood Estimation - Bernoulli.srt | 14.6 KB | ||
| 6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 | 49.9 MB | ||
| 6. The most important quiz of all - Obtaining an infinite amount of practice.srt | 12.9 KB | ||
| 6. t-test Exercise.mp4 | 8.6 MB | ||
| 6. t-test Exercise.srt | 7.1 KB | ||
| 7. 0.01 vs 0.011 - Why should we care.mp4 | 2.7 MB | ||
| 7. 0.01 vs 0.011 - Why should we care.srt | 2.3 KB | ||
| 7. Bayesian AB Testing in Code.mp4 | 19.5 MB | ||
| 7. Bayesian AB Testing in Code.srt | 7.3 KB | ||
| 7. Click-Through Rates (CTR).mp4 | 9.5 MB | ||
| 7. Click-Through Rates (CTR).srt | 2.7 KB | ||
| 8. AB Test for Click-Through Rates (Chi-Square Test).mp4 | 9.4 MB | ||
| 8. AB Test for Click-Through Rates (Chi-Square Test).srt | 7.8 KB | ||
| 8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 | 40.9 MB | ||
| 8. Maximum Likelihood Estimation - Gaussian (pt 1).srt | 12.9 KB | ||
| 8. The Online Nature of Bayesian AB Testing.mp4 | 4.1 MB | ||
| 8. The Online Nature of Bayesian AB Testing.srt | 3.3 KB | ||
| 9. CTR AB Test in Code.mp4 | 57 MB | ||
| 9. CTR AB Test in Code.srt | 7.4 KB | ||
| 9. Finding a Threshold Without P-Values.mp4 | 7.7 MB | ||
| 9. Finding a Threshold Without P-Values.srt | 6.2 KB | ||
| 9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 | 32 MB | ||
| 9. Maximum Likelihood Estimation - Gaussian (pt 2).srt | 10.3 KB | ||
| [CourseClub.Me].url | 0 B | ||
| [DesireCourse.Net].url | 0 B | ||
| ▲ 134 total files | |||
Bayesian Machine Learning in Python: A/B Testing
Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More
Created by Lazy Programmer Inc.
Last updated 8/2020
English
English [Auto-generated]
For More Courses Visit: https://desirecourse.net
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| 2.9 GB | freecoursewb | 2 years | 10 | 20 | |
| 2.6 GB | fcs0310 | 3 years | 0 | 0 | |
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