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[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing
magnet:?xt=urn:btih:c5bb144a43160cb1f6595c548b6c7f54b04b5eac&dn=[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing
磁力链接详情
Hash值:
c5bb144a43160cb1f6595c548b6c7f54b04b5eac
点击数:
107
文件大小:
853.27 MB
文件数量:
53
创建日期:
2023-5-19 15:57
最后访问:
2024-7-1 08:56
访问标签:
FreeCourseSite
com
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 3.69 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 2.04 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 5.53 MB
2. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 14.65 MB
2. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3.24 MB
2. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6.06 MB
2. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7.14 MB
2. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 7.6 MB
2. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 6.72 MB
2. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 15.37 MB
2. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 9.9 MB
3. Traditional AB Testing/1. AB Testing Problem Setup.mp4 6.93 MB
3. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.11 MB
3. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.65 MB
3. Traditional AB Testing/12. Statistical Power.mp4 4.79 MB
3. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.26 MB
3. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 5.96 MB
3. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 7.83 MB
3. Traditional AB Testing/3. P-Values.mp4 6.2 MB
3. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 10.5 MB
3. Traditional AB Testing/5. t-test in Code.mp4 5.89 MB
3. Traditional AB Testing/6. t-test Exercise.mp4 8.59 MB
3. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.73 MB
3. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.4 MB
3. Traditional AB Testing/9. CTR AB Test in Code.mp4 56.95 MB
4. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.41 MB
4. Bayesian AB Testing/10. Confidence Interval Approximation vs. Beta Posterior.mp4 11.59 MB
4. Bayesian AB Testing/11. Adaptive Ad Server Exercise.mp4 9.46 MB
4. Bayesian AB Testing/2. The Epsilon-Greedy Solution.mp4 4.72 MB
4. Bayesian AB Testing/3. UCB1.mp4 7.25 MB
4. Bayesian AB Testing/4. Conjugate Priors.mp4 11.1 MB
4. Bayesian AB Testing/5. Bayesian AB Testing.mp4 6.56 MB
4. Bayesian AB Testing/6. Bayesian AB Testing in Code.mp4 19.49 MB
4. Bayesian AB Testing/7. The Online Nature of Bayesian AB Testing.mp4 4.09 MB
4. Bayesian AB Testing/8. Finding a Threshold Without P-Values.mp4 7.72 MB
4. Bayesian AB Testing/9. Thompson Sampling Convergence Demo.mp4 7.61 MB
5. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.28 MB
5. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 27.6 MB
5. Practice Makes Perfect/3. Exercise Die Roll.mp4 3.97 MB
5. Practice Makes Perfect/4. Exercise Gaussians.mp4 8.84 MB
5. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 7.99 MB
6. Appendix/1. What is the Appendix.mp4 5.45 MB
6. Appendix/10. Python 2 vs Python 3.mp4 7.84 MB
6. Appendix/11. What order should I take your courses in (part 1).mp4 29.33 MB
6. Appendix/12. What order should I take your courses in (part 2).mp4 37.63 MB
6. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.43 MB
6. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.92 MB
6. Appendix/4. How to Code by Yourself (part 1).mp4 24.54 MB
6. Appendix/5. How to Code by Yourself (part 2).mp4 14.8 MB
6. Appendix/6. How to Succeed in this Course (Long Version).mp4 12.61 MB
6. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.95 MB
6. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4 78.29 MB
6. Appendix/9. Where to get Udemy coupons and FREE deep learning material.mp4 4.03 MB
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