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[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing
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2021-5-9 14:31
2024-11-27 09:51
231
1.06 GB
57
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相关链接
DesireCourse
Net
Udemy
-
Bayesian
Machine
Learning
in
Python
AB
Testing
文件列表
1. Introduction and Outline/1. What's this course all about.mp4
3.7MB
1. Introduction and Outline/2. Where to get the code for this course.mp4
2.03MB
1. Introduction and Outline/3. How to succeed in this course.mp4
5.53MB
2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4
38.54MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4
54.65MB
3. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4
14.66MB
3. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4
3.24MB
3. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4
6.06MB
3. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4
7.14MB
3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4
7.59MB
3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4
6.73MB
3. Bayes Rule and Probability Review/7. Confidence Intervals.mp4
15.36MB
3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4
9.9MB
4. Traditional AB Testing/1. AB Testing Problem Setup.mp4
6.93MB
4. Traditional AB Testing/10. Chi-Square Exercise.mp4
4.11MB
4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4
3.64MB
4. Traditional AB Testing/12. Statistical Power.mp4
4.79MB
4. Traditional AB Testing/13. AB Testing Pitfalls.mp4
6.26MB
4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4
5.97MB
4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4
7.83MB
4. Traditional AB Testing/3. P-Values.mp4
6.21MB
4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4
10.49MB
4. Traditional AB Testing/5. t-test in Code.mp4
5.89MB
4. Traditional AB Testing/6. t-test Exercise.mp4
8.58MB
4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4
2.73MB
4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4
9.4MB
4. Traditional AB Testing/9. CTR AB Test in Code.mp4
56.95MB
5. Bayesian AB Testing/1. Explore vs. Exploit.mp4
6.41MB
5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4
7.6MB
5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4
11.59MB
5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4
9.46MB
5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4
43.76MB
5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4
15.27MB
5. Bayesian AB Testing/4. UCB1.mp4
7.25MB
5. Bayesian AB Testing/5. Conjugate Priors.mp4
11.11MB
5. Bayesian AB Testing/6. Bayesian AB Testing.mp4
6.56MB
5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4
19.49MB
5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4
4.08MB
5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4
7.71MB
6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4
3.28MB
6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4
27.6MB
6. Practice Makes Perfect/3. Exercise Die Roll.mp4
3.97MB
6. Practice Makes Perfect/4. Exercise Gaussians.mp4
8.83MB
6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4
7.99MB
6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4
49.93MB
7. Appendix FAQ/1. What is the Appendix.mp4
5.45MB
7. Appendix FAQ/10. What order should I take your courses in (part 1).mp4
29.32MB
7. Appendix FAQ/11. What order should I take your courses in (part 2).mp4
37.62MB
7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
37.84MB
7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4
186.43MB
7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
7. Appendix FAQ/4. How to Code by Yourself (part 1).mp4
24.53MB
7. Appendix FAQ/5. How to Code by Yourself (part 2).mp4
14.81MB
7. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4
12.61MB
7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.95MB
7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4
78.28MB
7. Appendix FAQ/9. Python 2 vs Python 3.mp4
7.83MB
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