[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing

Creation Time	Dec. 27, 2024, 8:47 a.m.
Last Access Time	Dec. 31, 2024, 9:11 a.m.
File Size	2.7 GB
Keywords	AB FreeCourseSite Python Testing - Udemy Machine Learning in Bayesian com
Total Requests	6
Total Files	160
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8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 186.4 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB
5. Bayesian AB Testing/16. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4 74.8 MB
4. Traditional AB Testing/14. Z-Test Code (pt 1).mp4 67.9 MB
5. Bayesian AB Testing/15. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4 56.2 MB
5. Bayesian AB Testing/12. UCB1 Theory.mp4 55.8 MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 54.7 MB
3. Bayes Rule and Probability Review/11. Probability Review in Code.mp4 54.3 MB
5. Bayesian AB Testing/1. Section Introduction The Explore-Exploit Dilemma.mp4 52.3 MB
5. Bayesian AB Testing/24. (Optional) Alternative Bandit Designs.mp4 52.0 MB
4. Traditional AB Testing/9. Hypothesis Testing - The API Approach.mp4 48.2 MB
7. Practice Makes Perfect/3. The most important quiz of all - Obtaining an infinite amount of practice.mp4 47.1 MB
5. Bayesian AB Testing/2. Applications of the Explore-Exploit Dilemma.srt 47.1 MB
5. Bayesian AB Testing/2. Applications of the Explore-Exploit Dilemma.mp4 47.1 MB
5. Bayesian AB Testing/19. Thompson Sampling With Gaussian Reward Theory.mp4 46.9 MB
4. Traditional AB Testing/17. Classical AB Testing Section Summary.mp4 46.3 MB
5. Bayesian AB Testing/8. Comparing Different Epsilons.mp4 43.9 MB
8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 43.8 MB
3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.mp4 43.8 MB
6. Bayesian AB Testing Extension/1. More about the Explore-Exploit Dilemma.mp4 43.8 MB
5. Bayesian AB Testing/20. Thompson Sampling With Gaussian Reward Code.mp4 43.7 MB
4. Traditional AB Testing/4. Confidence Intervals (pt 4) - Intermediate Level.mp4 42.6 MB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.mp4 41.7 MB
5. Bayesian AB Testing/7. Epsilon-Greedy in Code.mp4 41.7 MB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 40.8 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/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
3. Bayes Rule and Probability Review/10. CDFs and Percentiles.mp4 38.3 MB
11. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 37.8 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 37.6 MB
3. Bayes Rule and Probability Review/13. Beginners Fix Your Understanding of Statistics vs Machine Learning.mp4 37.1 MB
4. Traditional AB Testing/5. Confidence Intervals (pt 5) - Intermediate Level.mp4 36.4 MB
4. Traditional AB Testing/12. Z-Test Theory (pt 1).mp4 36.3 MB
4. Traditional AB Testing/3. Confidence Intervals (pt 3) - Intermediate Level.mp4 34.9 MB
5. Bayesian AB Testing/18. Thompson Sampling Code.mp4 33.2 MB
4. Traditional AB Testing/6. Confidence Intervals Code.mp4 33.2 MB
5. Bayesian AB Testing/23. Bandit Summary, Real Data, and Online Learning.mp4 32.7 MB
4. Traditional AB Testing/7. Hypothesis Testing - Examples.mp4 32.6 MB
4. Traditional AB Testing/12. Z-Test Theory (pt 1).srt 32.3 MB
3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32.0 MB
5. Bayesian AB Testing/22. Nonstationary Bandits.mp4 31.3 MB
4. Traditional AB Testing/13. Z-Test Theory (pt 2).mp4 30.4 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 30.4 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 29.3 MB
1. Introduction and Outline/1. What's this course all about.mp4 29.3 MB
5. Bayesian AB Testing/5. Epsilon-Greedy Beginner's Exercise Prompt.mp4 29.0 MB
4. Traditional AB Testing/15. Z-Test Code (pt 2).mp4 28.9 MB
5. Bayesian AB Testing/3. Epsilon-Greedy Theory.mp4 28.6 MB
3. Bayes Rule and Probability Review/5. The Monty Hall Problem.mp4 28.1 MB
5. Bayesian AB Testing/21. Why don't we just use a library.mp4 27.8 MB
7. Practice Makes Perfect/1. Intro to Exercises on Conjugate Priors.mp4 27.6 MB
3. Bayes Rule and Probability Review/4. The Gambler.mp4 27.3 MB
4. Traditional AB Testing/11. Hypothesis Testing - Further Examples.mp4 25.0 MB
5. Bayesian AB Testing/11. Optimistic Initial Values Code.mp4 24.9 MB
3. Bayes Rule and Probability Review/12. Probability Review Section Summary.mp4 24.6 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 24.5 MB
4. Traditional AB Testing/8. Statistical Significance.mp4 24.2 MB
5. Bayesian AB Testing/9. Optimistic Initial Values Theory.mp4 23.9 MB
5. Bayesian AB Testing/4. Calculating a Sample Mean (pt 1).mp4 23.4 MB
5. Bayesian AB Testing/6. Designing Your Bandit Program.mp4 23.3 MB
4. Traditional AB Testing/1. Confidence Intervals (pt 1) - Intuition.mp4 22.7 MB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.srt 21.9 MB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.mp4 21.9 MB
5. Bayesian AB Testing/14. UCB1 Code.mp4 20.9 MB
4. Traditional AB Testing/2. Confidence Intervals (pt 2) - Beginner Level.mp4 19.3 MB
5. Bayesian AB Testing/17. Thompson Sampling Beginner's Exercise Prompt.mp4 18.2 MB
3. Bayes Rule and Probability Review/14. Suggestion Box.mp4 16.1 MB
4. Traditional AB Testing/16. AB Test Exercise.mp4 15.8 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4 14.8 MB
5. Bayesian AB Testing/10. Optimistic Initial Values Beginner's Exercise Prompt.mp4 14.1 MB
4. Traditional AB Testing/10. Hypothesis Testing - Accept Or Reject.mp4 13.3 MB
5. Bayesian AB Testing/13. UCB1 Beginner's Exercise Prompt.mp4 13.0 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4 12.6 MB
6. Bayesian AB Testing Extension/2. Confidence Interval Approximation vs. Beta Posterior.mp4 11.6 MB
3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).mp4 9.5 MB
6. Bayesian AB Testing Extension/3. Adaptive Ad Server Exercise.mp4 9.5 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4 7.8 MB
3. Bayes Rule and Probability Review/1. Review Section Introduction.mp4 6.4 MB
11. Appendix FAQ Finale/1. What is the Appendix.mp4 5.5 MB
7. Practice Makes Perfect/2. Exercise Die Roll.mp4 4.0 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 31.8 KB
5. Bayesian AB Testing/16. Bayesian Bandits Thompson Sampling Theory (pt 2).srt 23.9 KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt 23.0 KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).srt 22.8 KB
8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.srt 20.1 KB
5. Bayesian AB Testing/12. UCB1 Theory.srt 19.9 KB
5. Bayesian AB Testing/15. Bayesian Bandits Thompson Sampling Theory (pt 1).srt 17.0 KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt 16.0 KB
4. Traditional AB Testing/14. Z-Test Code (pt 1).srt 15.6 KB
2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15.4 KB
5. Bayesian AB Testing/19. Thompson Sampling With Gaussian Reward Theory.srt 15.0 KB
3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.srt 14.6 KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt 14.6 KB
5. Bayesian AB Testing/24. (Optional) Alternative Bandit Designs.srt 14.6 KB
8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14.5 KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.srt 14.1 KB
4. Traditional AB Testing/4. Confidence Intervals (pt 4) - Intermediate Level.srt 14.1 KB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.srt 13.9 KB
5. Bayesian AB Testing/1. Section Introduction The Explore-Exploit Dilemma.srt 13.7 KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).srt 13.3 KB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).srt 12.9 KB
4. Traditional AB Testing/5. Confidence Intervals (pt 5) - Intermediate Level.srt 12.8 KB
4. Traditional AB Testing/17. Classical AB Testing Section Summary.srt 12.8 KB
4. Traditional AB Testing/3. Confidence Intervals (pt 3) - Intermediate Level.srt 12.7 KB
7. Practice Makes Perfect/3. The most important quiz of all - Obtaining an infinite amount of practice.srt 12.6 KB
3. Bayes Rule and Probability Review/11. Probability Review in Code.srt 12.4 KB
4. Traditional AB Testing/9. Hypothesis Testing - The API Approach.srt 11.8 KB
3. Bayes Rule and Probability Review/10. CDFs and Percentiles.srt 11.4 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
4. Traditional AB Testing/13. Z-Test Theory (pt 2).srt 10.0 KB
6. Bayesian AB Testing Extension/1. More about the Explore-Exploit Dilemma.srt 9.9 KB
5. Bayesian AB Testing/22. Nonstationary Bandits.srt 9.6 KB
2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 9.6 KB
4. Traditional AB Testing/7. Hypothesis Testing - Examples.srt 9.4 KB
5. Bayesian AB Testing/3. Epsilon-Greedy Theory.srt 9.4 KB
3. Bayes Rule and Probability Review/13. Beginners Fix Your Understanding of Statistics vs Machine Learning.srt 9.2 KB
5. Bayesian AB Testing/7. Epsilon-Greedy in Code.srt 8.5 KB
5. Bayesian AB Testing/23. Bandit Summary, Real Data, and Online Learning.srt 8.3 KB
1. Introduction and Outline/3. How to succeed in this course.srt 8.3 KB
11. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt 7.9 KB
7. Practice Makes Perfect/1. Intro to Exercises on Conjugate Priors.srt 7.8 KB
3. Bayes Rule and Probability Review/4. The Gambler.srt 7.7 KB
5. Bayesian AB Testing/21. Why don't we just use a library.srt 7.7 KB
6. Bayesian AB Testing Extension/3. 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/6. Confidence Intervals Code.srt 7.5 KB
5. Bayesian AB Testing/4. Calculating a Sample Mean (pt 1).srt 7.3 KB
3. Bayes Rule and Probability Review/12. Probability Review Section Summary.srt 7.3 KB
5. Bayesian AB Testing/20. Thompson Sampling With Gaussian Reward Code.srt 7.2 KB
5. Bayesian AB Testing/9. Optimistic Initial Values Theory.srt 7.1 KB
4. Traditional AB Testing/8. Statistical Significance.srt 6.9 KB
5. Bayesian AB Testing/8. Comparing Different Epsilons.srt 6.8 KB
4. Traditional AB Testing/1. Confidence Intervals (pt 1) - Intuition.srt 6.5 KB
4. Traditional AB Testing/15. Z-Test Code (pt 2).srt 6.5 KB
5. Bayesian AB Testing/5. Epsilon-Greedy Beginner's Exercise Prompt.srt 6.3 KB
4. Traditional AB Testing/11. Hypothesis Testing - Further Examples.srt 6.3 KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.srt 6.1 KB
1. Introduction and Outline/1. What's this course all about.srt 6.0 KB
4. Traditional AB Testing/2. Confidence Intervals (pt 2) - Beginner Level.srt 5.8 KB
5. Bayesian AB Testing/18. Thompson Sampling Code.srt 5.6 KB
5. Bayesian AB Testing/6. Designing Your Bandit Program.srt 5.5 KB
5. Bayesian AB Testing/11. Optimistic Initial Values Code.srt 5.3 KB
4. Traditional AB Testing/16. AB Test Exercise.srt 5.1 KB
6. Bayesian AB Testing Extension/2. Confidence Interval Approximation vs. Beta Posterior.srt 4.7 KB
3. Bayes Rule and Probability Review/14. Suggestion Box.srt 4.7 KB
11. Appendix FAQ Finale/1. What is the Appendix.srt 3.7 KB
5. Bayesian AB Testing/14. UCB1 Code.srt 3.7 KB
5. Bayesian AB Testing/17. Thompson Sampling Beginner's Exercise Prompt.srt 3.4 KB
7. Practice Makes Perfect/2. Exercise Die Roll.srt 3.2 KB
4. Traditional AB Testing/10. Hypothesis Testing - Accept Or Reject.srt 2.9 KB
5. Bayesian AB Testing/10. Optimistic Initial Values Beginner's Exercise Prompt.srt 2.9 KB
5. Bayesian AB Testing/13. UCB1 Beginner's Exercise Prompt.srt 2.7 KB
3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).srt 2.7 KB
3. Bayes Rule and Probability Review/1. Review Section Introduction.srt 1.7 KB
0. Websites you may like/[FCS Forum].url 133 bytes
0. Websites you may like/[FreeCourseSite.com].url 127 bytes
0. Websites you may like/[CourseClub.ME].url 122 bytes
1. Introduction and Outline/2.1 Github Link.html 120 bytes

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