[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing

• [DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing
• 1. Introduction and Outline/1. What's this course all about.mp4 3.7 MB
• 1. Introduction and Outline/1. What's this course all about.srt 3.1 KB
• 1. Introduction and Outline/2. Where to get the code for this course.mp4 2 MB
• 1. Introduction and Outline/2. Where to get the code for this course.srt 1.6 KB
• 1. Introduction and Outline/3. How to succeed in this course.mp4 5.5 MB
• 1. Introduction and Outline/3. How to succeed in this course.srt 4.8 KB
• 2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 38.5 MB
• 2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 9.6 KB
• 2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 54.7 MB
• 2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15.4 KB
• 3. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 14.7 MB
• 3. Bayes Rule and Probability Review/1. Bayes Rule Review.srt 12.4 KB
• 3. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3.2 MB
• 3. Bayes Rule and Probability Review/2. Simple Probability Problem.srt 2.7 KB
• 3. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6.1 MB
• 3. Bayes Rule and Probability Review/3. The Monty Hall Problem.srt 5.4 KB
• 3. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7.1 MB
• 3. Bayes Rule and Probability Review/4. Imbalanced Classes.srt 5.7 KB
• 3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 7.6 MB
• 3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.srt 6.2 KB
• 3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 6.7 MB
• 3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.srt 5.9 KB
• 3. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 15.4 MB
• 3. Bayes Rule and Probability Review/7. Confidence Intervals.srt 13.2 KB
• 3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 9.9 MB
• 3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.srt 6.1 KB
• 4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 6.9 MB
• 4. Traditional AB Testing/1. AB Testing Problem Setup.srt 6.4 KB
• 4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.1 MB
• 4. Traditional AB Testing/10. Chi-Square Exercise.srt 3.2 KB
• 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.6 MB
• 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt 3 KB
• 4. Traditional AB Testing/12. Statistical Power.mp4 4.8 MB
• 4. Traditional AB Testing/12. Statistical Power.srt 4 KB
• 4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.3 MB
• 4. Traditional AB Testing/13. AB Testing Pitfalls.srt 5.2 KB
• 4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6 MB
• 4. Traditional AB Testing/14. Traditional AB Testing Summary.srt 5.1 KB
• 4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 7.8 MB
• 4. Traditional AB Testing/2. Simple AB Testing Recipe.srt 6.7 KB
• 4. Traditional AB Testing/3. P-Values.mp4 6.2 MB
• 4. Traditional AB Testing/3. P-Values.srt 5.1 KB
• 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 10.5 MB
• 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt 9.5 KB
• 4. Traditional AB Testing/5. t-test in Code.mp4 5.9 MB
• 4. Traditional AB Testing/5. t-test in Code.srt 3.1 KB
• 4. Traditional AB Testing/6. t-test Exercise.mp4 8.6 MB
• 4. Traditional AB Testing/6. t-test Exercise.srt 7.1 KB
• 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.7 MB
• 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt 2.3 KB
• 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.4 MB
• 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt 7.8 KB
• 4. Traditional AB Testing/9. CTR AB Test in Code.mp4 56.9 MB
• 4. Traditional AB Testing/9. CTR AB Test in Code.srt 7.4 KB
• 5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.4 MB
• 5. Bayesian AB Testing/1. Explore vs. Exploit.srt 5.5 KB
• 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 7.6 MB
• 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.srt 3.3 KB
• 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 11.6 MB
• 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt 4.7 KB
• 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9.5 MB
• 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt 7.6 KB
• 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 43.8 MB
• 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt 9.9 KB
• 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 15.3 MB
• 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt 3.9 KB
• 5. Bayesian AB Testing/4. UCB1.mp4 7.2 MB
• 5. Bayesian AB Testing/4. UCB1.srt 6 KB
• 5. Bayesian AB Testing/5. Conjugate Priors.mp4 11.1 MB
• 5. Bayesian AB Testing/5. Conjugate Priors.srt 9.2 KB
• 5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 6.6 MB
• 5. Bayesian AB Testing/6. Bayesian AB Testing.srt 5.3 KB
• 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 19.5 MB
• 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt 7.3 KB
• 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4.1 MB
• 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt 3.3 KB
• 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 7.7 MB
• 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt 6.2 KB
• 6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.3 MB
• 6. Practice Makes Perfect/1. Exercise Compare different strategies.srt 2.9 KB
• 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 27.6 MB
• 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt 7.8 KB
• 6. Practice Makes Perfect/3. Exercise Die Roll.mp4 4 MB
• 6. Practice Makes Perfect/3. Exercise Die Roll.srt 3.2 KB
• 6. Practice Makes Perfect/4. Exercise Gaussians.mp4 8.8 MB
• 6. Practice Makes Perfect/4. Exercise Gaussians.srt 7 KB
• 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8 MB
• 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt 2.5 KB
• 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 49.9 MB
• 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt 12.9 KB
• 7. Appendix FAQ/1. What is the Appendix.mp4 5.5 MB
• 7. Appendix FAQ/1. What is the Appendix.srt 3.7 KB
• 7. Appendix FAQ/10. What order should I take your courses in (part 1).mp4 29.3 MB
• 7. Appendix FAQ/10. What order should I take your courses in (part 1).srt 16 KB
• 7. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 37.6 MB
• 7. Appendix FAQ/11. What order should I take your courses in (part 2).srt 23 KB
• 7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 37.8 MB
• 7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.srt 7.9 KB
• 7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 186.4 MB

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