FreeCourseSite com Udemy Bayesian Machine Learning in Python AB Testing

FreeCourseSite com Udemy Bayesian Machine Learning in Python AB Testing

Name	[FreeCourseSite.com] Udemy - Bayesian Machine Learning in Python AB Testing	DOWNLOAD Copy Link
Total Size	942.1 MB
Total Files	108
Hash	C5BB144A43160CB1F6595C548B6C7F54B04B5EAC

/1. Introduction and Outline/
1. What's this course all about.mp4	3.9 MB
1. What's this course all about.vtt	2.9 KB
2. Where to get the code for this course.mp4	2.1 MB
2. Where to get the code for this course.vtt	1.5 KB
3. How to succeed in this course.mp4	5.8 MB
3. How to succeed in this course.vtt	4.4 KB
/2. Bayes Rule and Probability Review/
1. Bayes Rule Review.mp4	15.4 MB
1. Bayes Rule Review.vtt	11.2 KB
2. Simple Probability Problem.mp4	3.4 MB
2. Simple Probability Problem.vtt	2.4 KB
3. The Monty Hall Problem.mp4	6.4 MB
3. The Monty Hall Problem.vtt	4.8 KB
4. Imbalanced Classes.mp4	7.5 MB
4. Imbalanced Classes.vtt	5.1 KB
5. Maximum Likelihood - Mean of a Gaussian.mp4	8.0 MB
5. Maximum Likelihood - Mean of a Gaussian.vtt	5.6 KB
6. Maximum Likelihood - Click-Through Rate.mp4	7.1 MB
6. Maximum Likelihood - Click-Through Rate.vtt	5.3 KB
7. Confidence Intervals.mp4	16.1 MB
7. Confidence Intervals.vtt	11.8 KB
8. What is the Bayesian Paradigm.mp4	10.4 MB
8. What is the Bayesian Paradigm.vtt	5.5 KB
/3. Traditional AB Testing/
1. AB Testing Problem Setup.mp4	7.3 MB
1. AB Testing Problem Setup.vtt	5.8 KB
10. Chi-Square Exercise.mp4	4.3 MB
10. Chi-Square Exercise.vtt	2.9 KB
11. ABCD… Testing - The Bonferroni Correction.mp4	3.8 MB
11. ABCD… Testing - The Bonferroni Correction.vtt	2.8 KB
12. Statistical Power.mp4	5.0 MB
12. Statistical Power.vtt	3.6 KB
13. AB Testing Pitfalls.mp4	6.6 MB
13. AB Testing Pitfalls.vtt	4.7 KB
14. Traditional AB Testing Summary.mp4	6.3 MB
14. Traditional AB Testing Summary.vtt	4.6 KB
2. Simple AB Testing Recipe.mp4	8.2 MB
2. Simple AB Testing Recipe.vtt	6.1 KB
3. P-Values.mp4	6.5 MB
3. P-Values.vtt	4.6 KB
4. Test Characteristics, Assumptions, and Modifications.mp4	11.0 MB
4. Test Characteristics, Assumptions, and Modifications.vtt	8.6 KB
5. t-test in Code.mp4	6.2 MB
5. t-test in Code.vtt	2.8 KB
6. t-test Exercise.mp4	9.0 MB
6. t-test Exercise.vtt	6.4 KB
7. 0.01 vs 0.011 - Why should we care.mp4	2.9 MB
7. 0.01 vs 0.011 - Why should we care.vtt	2.0 KB
8. AB Test for Click-Through Rates (Chi-Square Test).mp4	9.9 MB
8. AB Test for Click-Through Rates (Chi-Square Test).vtt	7.0 KB
9. CTR AB Test in Code.mp4	59.7 MB
9. CTR AB Test in Code.vtt	6.6 KB
/4. Bayesian AB Testing/
1. Explore vs. Exploit.mp4	6.7 MB
1. Explore vs. Exploit.vtt	5.0 KB
10. Confidence Interval Approximation vs. Beta Posterior.mp4	12.1 MB
10. Confidence Interval Approximation vs. Beta Posterior.vtt	4.1 KB
11. Adaptive Ad Server Exercise.mp4	9.9 MB
11. Adaptive Ad Server Exercise.vtt	6.8 KB
2. The Epsilon-Greedy Solution.mp4	4.9 MB
2. The Epsilon-Greedy Solution.vtt	3.5 KB
3. UCB1.mp4	7.6 MB
3. UCB1.vtt	7.6 MB
4. Conjugate Priors.mp4	11.6 MB
4. Conjugate Priors.vtt	8.3 KB
5. Bayesian AB Testing.mp4	6.9 MB
5. Bayesian AB Testing.vtt	4.8 KB
6. Bayesian AB Testing in Code.mp4	20.4 MB
6. Bayesian AB Testing in Code.vtt	6.4 KB
7. The Online Nature of Bayesian AB Testing.mp4	4.3 MB
7. The Online Nature of Bayesian AB Testing.vtt	3.0 KB
8. Finding a Threshold Without P-Values.mp4	8.1 MB
8. Finding a Threshold Without P-Values.vtt	5.6 KB
9. Thompson Sampling Convergence Demo.mp4	8.0 MB
9. Thompson Sampling Convergence Demo.vtt	2.9 KB
/5. Practice Makes Perfect/
1. Exercise Compare different strategies.mp4	3.4 MB
1. Exercise Compare different strategies.vtt	2.6 KB
2. Intro to Exercises on Conjugate Priors.mp4	28.9 MB
2. Intro to Exercises on Conjugate Priors.vtt	7.0 KB
3. Exercise Die Roll.mp4	4.2 MB
3. Exercise Die Roll.vtt	2.9 KB
4. Exercise Gaussians.mp4	9.3 MB
4. Exercise Gaussians.vtt	6.4 KB
5. Exercise Gaussian Implementation.mp4	8.4 MB
5. Exercise Gaussian Implementation.vtt	2.3 KB
/6. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.vtt	3.4 KB
10. Python 2 vs Python 3.mp4	8.2 MB
10. Python 2 vs Python 3.vtt	5.5 KB
11. What order should I take your courses in (part 1).mp4	30.8 MB
11. What order should I take your courses in (part 1).vtt	14.4 KB
12. What order should I take your courses in (part 2).mp4	39.5 MB
12. What order should I take your courses in (part 2).vtt	39.5 MB
2. Windows-Focused Environment Setup 2018.mp4	195.5 MB
2. Windows-Focused Environment Setup 2018.vtt	17.8 KB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.1 MB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt	12.7 KB
4. How to Code by Yourself (part 1).mp4	25.7 MB
4. How to Code by Yourself (part 1).vtt	20.3 KB
5. How to Code by Yourself (part 2).mp4	15.5 MB
5. How to Code by Yourself (part 2).vtt	11.9 KB
6. How to Succeed in this Course (Long Version).mp4	13.2 MB
6. How to Succeed in this Course (Long Version).vtt	13.1 KB
7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	28.4 KB
8. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
8. Proof that using Jupyter Notebook is the same as not using it.vtt	12.5 KB
9. Where to get Udemy coupons and FREE deep learning material.mp4	4.2 MB
9. Where to get Udemy coupons and FREE deep learning material.vtt	3.1 KB
/
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 108