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

Creation Time	March 24, 2025, 9:36 p.m.
Last Access Time	March 24, 2025, 9:36 p.m.
File Size	1.4 GB
Keywords	AB Python DesireCourse Testing - Udemy Machine Learning in Bayesian Net
Total Requests	1
Total Files	134
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7. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.mp4 186.4 MB
8. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB
4. Traditional AB Testing/9. CTR AB Test in Code.mp4 57.0 MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 54.7 MB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 49.9 MB
7. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.mp4 43.8 MB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 43.7 MB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.mp4 41.7 MB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 40.9 MB
9. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39.0 MB
2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 38.5 MB
10. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 37.8 MB
9. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).mp4 37.6 MB
3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32.0 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 30.4 MB
9. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).mp4 29.3 MB
1. Introduction and Outline/1. What's this course all about.mp4 29.3 MB
3. Bayes Rule and Probability Review/5. The Monty Hall Problem.mp4 28.1 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 27.9 MB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 27.6 MB
3. Bayes Rule and Probability Review/4. The Gambler.mp4 27.3 MB
8. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4 24.5 MB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.mp4 21.9 MB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 19.5 MB
3. Bayes Rule and Probability Review/12. Suggestion Box.mp4 16.1 MB
3. Bayes Rule and Probability Review/10. Confidence Intervals.mp4 15.4 MB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 15.3 MB
8. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4 14.8 MB
9. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).mp4 12.6 MB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 11.6 MB
5. Bayesian AB Testing/5. Conjugate Priors.mp4 11.1 MB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 10.5 MB
3. Bayes Rule and Probability Review/11. What is the Bayesian Paradigm.mp4 9.9 MB
3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).mp4 9.5 MB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9.5 MB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.4 MB
6. Practice Makes Perfect/4. Exercise Gaussians.mp4 8.8 MB
4. Traditional AB Testing/6. t-test Exercise.mp4 8.6 MB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8.0 MB
8. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.mp4 7.8 MB
4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 7.8 MB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 7.7 MB
5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 7.6 MB
5. Bayesian AB Testing/4. UCB1.mp4 7.2 MB
4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 6.9 MB
5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 6.6 MB
5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.4 MB
3. Bayes Rule and Probability Review/1. Review Section Introduction.mp4 6.4 MB
4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.3 MB
4. Traditional AB Testing/3. P-Values.mp4 6.2 MB
4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6.0 MB
4. Traditional AB Testing/5. t-test in Code.mp4 5.9 MB
10. Appendix FAQ/1. What is the Appendix.mp4 5.5 MB
4. Traditional AB Testing/12. Statistical Power.mp4 4.8 MB
4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.1 MB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4.1 MB
6. Practice Makes Perfect/3. Exercise Die Roll.mp4 4.0 MB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.6 MB
6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.3 MB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.7 MB
9. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 31.8 KB
9. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).srt 23.0 KB
8. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).srt 22.8 KB
7. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.srt 20.1 KB
9. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).srt 16.0 KB
2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15.4 KB
3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.srt 14.6 KB
9. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).srt 14.6 KB
7. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14.5 KB
8. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.srt 14.1 KB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.srt 13.9 KB
8. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).srt 13.3 KB
3. Bayes Rule and Probability Review/10. Confidence Intervals.srt 13.2 KB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).srt 12.9 KB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt 12.9 KB
3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).srt 10.3 KB
3. Bayes Rule and Probability Review/5. The Monty Hall Problem.srt 10.1 KB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt 9.9 KB
2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 9.6 KB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt 9.5 KB
5. Bayesian AB Testing/5. Conjugate Priors.srt 9.2 KB
1. Introduction and Outline/3. How to succeed in this course.srt 8.8 KB
10. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt 7.9 KB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt 7.8 KB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt 7.8 KB
3. Bayes Rule and Probability Review/4. The Gambler.srt 7.7 KB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt 7.6 KB
1. Introduction and Outline/2. Where to get the code for this course.srt 7.5 KB
4. Traditional AB Testing/9. CTR AB Test in Code.srt 7.4 KB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt 7.3 KB
4. Traditional AB Testing/6. t-test Exercise.srt 7.1 KB
6. Practice Makes Perfect/4. Exercise Gaussians.srt 7.0 KB
4. Traditional AB Testing/2. Simple AB Testing Recipe.srt 6.7 KB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.srt 6.6 KB
4. Traditional AB Testing/1. AB Testing Problem Setup.srt 6.4 KB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt 6.2 KB
3. Bayes Rule and Probability Review/11. What is the Bayesian Paradigm.srt 6.1 KB
8. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.srt 6.1 KB
5. Bayesian AB Testing/4. UCB1.srt 6.0 KB
1. Introduction and Outline/1. What's this course all about.srt 6.0 KB
5. Bayesian AB Testing/1. Explore vs. Exploit.srt 5.5 KB
5. Bayesian AB Testing/6. Bayesian AB Testing.srt 5.3 KB
4. Traditional AB Testing/13. AB Testing Pitfalls.srt 5.2 KB
4. Traditional AB Testing/14. Traditional AB Testing Summary.srt 5.1 KB
4. Traditional AB Testing/3. P-Values.srt 5.1 KB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt 4.7 KB
3. Bayes Rule and Probability Review/12. Suggestion Box.srt 4.7 KB
4. Traditional AB Testing/12. Statistical Power.srt 4.0 KB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt 3.9 KB
10. Appendix FAQ/1. What is the Appendix.srt 3.7 KB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt 3.3 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
4. Traditional AB Testing/10. Chi-Square Exercise.srt 3.2 KB
4. Traditional AB Testing/5. t-test in Code.srt 3.1 KB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt 3.0 KB
6. Practice Makes Perfect/1. Exercise Compare different strategies.srt 2.9 KB
3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).srt 2.7 KB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt 2.5 KB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt 2.3 KB
3. Bayes Rule and Probability Review/1. Review Section Introduction.srt 1.7 KB
0. Websites you may like/[DesireCourse.Net].url 51 bytes
3. Bayes Rule and Probability Review/0. Websites you may like/[DesireCourse.Net].url 51 bytes
3. Bayes Rule and Probability Review/[DesireCourse.Net].url 51 bytes
8. Extra Help With Python Coding for Beginners/0. Websites you may like/[DesireCourse.Net].url 51 bytes
8. Extra Help With Python Coding for Beginners/[DesireCourse.Net].url 51 bytes
[DesireCourse.Net].url 51 bytes
0. Websites you may like/[CourseClub.Me].url 48 bytes
3. Bayes Rule and Probability Review/0. Websites you may like/[CourseClub.Me].url 48 bytes
3. Bayes Rule and Probability Review/[CourseClub.Me].url 48 bytes
8. Extra Help With Python Coding for Beginners/0. Websites you may like/[CourseClub.Me].url 48 bytes
8. Extra Help With Python Coding for Beginners/[CourseClub.Me].url 48 bytes
[CourseClub.Me].url 48 bytes

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

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