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[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing
magnet:?xt=urn:btih:e070341264116bfde3e585486685f237f64a2e2e&dn=[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing
磁力链接详情
Hash值:
e070341264116bfde3e585486685f237f64a2e2e
点击数:
178
文件大小:
1.35 GB
文件数量:
61
创建日期:
2021-9-24 04:35
最后访问:
2024-6-27 17:20
访问标签:
DesireCourse
Net
Udemy
-
Bayesian
Machine
Learning
in
Python
AB
Testing
文件列表详情
1. Introduction and Outline/1. What's this course all about.mp4 29.3 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 27.93 MB
10. Appendix FAQ/1. What is the Appendix.mp4 5.45 MB
10. Appendix FAQ/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. Confidence Intervals.mp4 15.37 MB
3. Bayes Rule and Probability Review/11. What is the Bayesian Paradigm.mp4 9.89 MB
3. Bayes Rule and Probability Review/12. Suggestion Box.mp4 16.15 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 41.73 MB
3. Bayes Rule and Probability Review/4. The Gambler.mp4 27.32 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 9.5 MB
3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 40.91 MB
3. Bayes Rule and Probability Review/9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32.02 MB
4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 6.93 MB
4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.11 MB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.64 MB
4. Traditional AB Testing/12. Statistical Power.mp4 4.8 MB
4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.25 MB
4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 5.97 MB
4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 7.83 MB
4. Traditional AB Testing/3. P-Values.mp4 6.2 MB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 10.5 MB
4. Traditional AB Testing/5. t-test in Code.mp4 5.88 MB
4. Traditional AB Testing/6. t-test Exercise.mp4 8.58 MB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.73 MB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.4 MB
4. Traditional AB Testing/9. CTR AB Test in Code.mp4 56.96 MB
5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.4 MB
5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 7.6 MB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 11.59 MB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9.46 MB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 43.75 MB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 15.28 MB
5. Bayesian AB Testing/4. UCB1.mp4 7.25 MB
5. Bayesian AB Testing/5. Conjugate Priors.mp4 11.1 MB
5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 6.56 MB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 19.49 MB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4.09 MB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 7.71 MB
6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.27 MB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 27.61 MB
6. Practice Makes Perfect/3. Exercise Die Roll.mp4 3.98 MB
6. Practice Makes Perfect/4. Exercise Gaussians.mp4 8.83 MB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 7.99 MB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 49.94 MB
7. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.mp4 186.44 MB
7. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.92 MB
8. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4 24.54 MB
8. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4 14.81 MB
8. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78.29 MB
8. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.mp4 7.84 MB
9. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).mp4 12.61 MB
9. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.96 MB
9. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).mp4 29.33 MB
9. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).mp4 37.63 MB
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