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[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing
magnet:?xt=urn:btih:c5e5f02680a8d1a3bf7a74801066c6a7459678a3&dn=[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing
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c5e5f02680a8d1a3bf7a74801066c6a7459678a3
infohash:
78
文件数量
2.63 GB
文件大小
2021-2-9 19:05
创建日期
2024-12-12 11:18
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相关分词
FreeCourseSite
com
Udemy
-
Bayesian
Machine
Learning
in
Python
AB
Testing
1. Introduction and Outline/1. What's this course all about.mp4 29.29 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 30.4 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 43.82 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
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 38.95 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 29.32 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 37.63 MB
11. Appendix FAQ Finale/1. What is the Appendix.mp4 5.45 MB
11. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 37.84 MB
2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 38.54 MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 54.65 MB
3. Bayes Rule and Probability Review/1. Review Section Introduction.mp4 6.38 MB
3. Bayes Rule and Probability Review/10. CDFs and Percentiles.mp4 38.35 MB
3. Bayes Rule and Probability Review/11. Probability Review in Code.mp4 54.32 MB
3. Bayes Rule and Probability Review/12. Probability Review Section Summary.mp4 24.64 MB
3. Bayes Rule and Probability Review/13. Beginners Fix Your Understanding of Statistics vs Machine Learning.mp4 37.06 MB
3. Bayes Rule and Probability Review/14. Suggestion Box.mp4 16.14 MB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.mp4 21.85 MB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.mp4 41.74 MB
3. Bayes Rule and Probability Review/4. The Gambler.mp4 27.33 MB
3. Bayes Rule and Probability Review/5. The Monty Hall Problem.mp4 28.07 MB
3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.mp4 43.81 MB
3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).mp4 9.49 MB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 40.84 MB
3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32.01 MB
4. Traditional AB Testing/1. Confidence Intervals (pt 1) - Intuition.mp4 22.67 MB
4. Traditional AB Testing/10. Hypothesis Testing - Accept Or Reject.mp4 13.32 MB
4. Traditional AB Testing/11. Hypothesis Testing - Further Examples.mp4 25 MB
4. Traditional AB Testing/12. Z-Test Theory (pt 1).mp4 36.32 MB
4. Traditional AB Testing/13. Z-Test Theory (pt 2).mp4 30.43 MB
4. Traditional AB Testing/14. Z-Test Code (pt 1).mp4 67.91 MB
4. Traditional AB Testing/15. Z-Test Code (pt 2).mp4 28.94 MB
4. Traditional AB Testing/16. AB Test Exercise.mp4 15.76 MB
4. Traditional AB Testing/17. Classical AB Testing Section Summary.mp4 46.29 MB
4. Traditional AB Testing/2. Confidence Intervals (pt 2) - Beginner Level.mp4 19.31 MB
4. Traditional AB Testing/3. Confidence Intervals (pt 3) - Intermediate Level.mp4 34.88 MB
4. Traditional AB Testing/4. Confidence Intervals (pt 4) - Intermediate Level.mp4 42.64 MB
4. Traditional AB Testing/5. Confidence Intervals (pt 5) - Intermediate Level.mp4 36.4 MB
4. Traditional AB Testing/6. Confidence Intervals Code.mp4 33.17 MB
4. Traditional AB Testing/7. Hypothesis Testing - Examples.mp4 32.59 MB
4. Traditional AB Testing/8. Statistical Significance.mp4 24.24 MB
4. Traditional AB Testing/9. Hypothesis Testing - The API Approach.mp4 48.18 MB
5. Bayesian AB Testing/1. Section Introduction The Explore-Exploit Dilemma.mp4 52.26 MB
5. Bayesian AB Testing/10. Optimistic Initial Values Beginner's Exercise Prompt.mp4 14.1 MB
5. Bayesian AB Testing/11. Optimistic Initial Values Code.mp4 24.89 MB
5. Bayesian AB Testing/12. UCB1 Theory.mp4 55.79 MB
5. Bayesian AB Testing/13. UCB1 Beginner's Exercise Prompt.mp4 13.01 MB
5. Bayesian AB Testing/14. UCB1 Code.mp4 20.93 MB
5. Bayesian AB Testing/15. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4 56.19 MB
5. Bayesian AB Testing/16. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4 74.83 MB
5. Bayesian AB Testing/17. Thompson Sampling Beginner's Exercise Prompt.mp4 18.16 MB
5. Bayesian AB Testing/18. Thompson Sampling Code.mp4 33.19 MB
5. Bayesian AB Testing/19. Thompson Sampling With Gaussian Reward Theory.mp4 46.9 MB
5. Bayesian AB Testing/2. Applications of the Explore-Exploit Dilemma.mp4 47.05 MB
5. Bayesian AB Testing/20. Thompson Sampling With Gaussian Reward Code.mp4 43.72 MB
5. Bayesian AB Testing/21. Why don't we just use a library.mp4 27.75 MB
5. Bayesian AB Testing/22. Nonstationary Bandits.mp4 31.3 MB
5. Bayesian AB Testing/23. Bandit Summary, Real Data, and Online Learning.mp4 32.74 MB
5. Bayesian AB Testing/24. (Optional) Alternative Bandit Designs.mp4 52.01 MB
5. Bayesian AB Testing/3. Epsilon-Greedy Theory.mp4 28.63 MB
5. Bayesian AB Testing/4. Calculating a Sample Mean (pt 1).mp4 23.42 MB
5. Bayesian AB Testing/5. Epsilon-Greedy Beginner's Exercise Prompt.mp4 29 MB
5. Bayesian AB Testing/6. Designing Your Bandit Program.mp4 23.28 MB
5. Bayesian AB Testing/7. Epsilon-Greedy in Code.mp4 41.74 MB
5. Bayesian AB Testing/8. Comparing Different Epsilons.mp4 43.93 MB
5. Bayesian AB Testing/9. Optimistic Initial Values Theory.mp4 23.86 MB
6. Bayesian AB Testing Extension/1. More about the Explore-Exploit Dilemma.mp4 43.76 MB
6. Bayesian AB Testing Extension/2. Confidence Interval Approximation vs. Beta Posterior.mp4 11.6 MB
6. Bayesian AB Testing Extension/3. Adaptive Ad Server Exercise.mp4 9.46 MB
7. Practice Makes Perfect/1. Intro to Exercises on Conjugate Priors.mp4 27.61 MB
7. Practice Makes Perfect/2. Exercise Die Roll.mp4 3.97 MB
7. Practice Makes Perfect/3. The most important quiz of all - Obtaining an infinite amount of practice.mp4 47.13 MB
8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 186.44 MB
8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.92 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 24.54 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
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 78.28 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4 7.83 MB
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