DesireCourse Net Udemy Bayesian Machine Learning in Python AB Testing

DesireCourse Net Udemy Bayesian Machine Learning in Python AB Testing

Name	[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing	DOWNLOAD Copy Link
Total Size	1.2 GB
Total Files	126
Hash	92F17B4DE30B42DE7FF540EE4F5CE4C140C29D8F

/0. Websites you may like/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/1. Introduction and Outline/
1. What's this course all about.mp4	30.7 MB
1. What's this course all about.srt	6.1 KB
2. Where to get the code for this course.mp4	31.9 MB
2. Where to get the code for this course.srt	7.7 KB
3. How to succeed in this course.mp4	29.3 MB
3. How to succeed in this course.srt	9.0 KB
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/2. The High-Level Picture/
1. Real-World Examples of AB Testing.mp4	40.4 MB
1. Real-World Examples of AB Testing.srt	9.8 KB
2. What is Bayesian Machine Learning.mp4	57.3 MB
2. What is Bayesian Machine Learning.srt	15.8 KB
/3. Bayes Rule and Probability Review/
1. Bayes Rule Review.mp4	15.4 MB
1. Bayes Rule Review.srt	12.7 KB
2. Simple Probability Problem.mp4	3.4 MB
2. Simple Probability Problem.srt	2.8 KB
3. The Monty Hall Problem.mp4	6.4 MB
3. The Monty Hall Problem.srt	5.5 KB
4. Imbalanced Classes.mp4	7.5 MB
4. Imbalanced Classes.srt	5.8 KB
5. Maximum Likelihood - Mean of a Gaussian.mp4	8.0 MB
5. Maximum Likelihood - Mean of a Gaussian.srt	6.4 KB
6. Maximum Likelihood - Click-Through Rate.mp4	7.1 MB
6. Maximum Likelihood - Click-Through Rate.srt	6.1 KB
7. Confidence Intervals.mp4	16.1 MB
7. Confidence Intervals.srt	13.5 KB
8. What is the Bayesian Paradigm.mp4	10.4 MB
8. What is the Bayesian Paradigm.srt	6.3 KB
9. Suggestion Box.mp4	16.9 MB
9. Suggestion Box.srt	4.8 KB
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/4. Traditional AB Testing/
1. AB Testing Problem Setup.mp4	7.3 MB
1. AB Testing Problem Setup.srt	6.6 KB
10. Chi-Square Exercise.mp4	4.3 MB
10. Chi-Square Exercise.srt	3.2 KB
11. ABCD… Testing - The Bonferroni Correction.mp4	3.8 MB
11. ABCD… Testing - The Bonferroni Correction.srt	3.1 KB
12. Statistical Power.mp4	5.0 MB
12. Statistical Power.srt	4.1 KB
13. AB Testing Pitfalls.mp4	6.6 MB
13. AB Testing Pitfalls.srt	5.4 KB
14. Traditional AB Testing Summary.mp4	6.3 MB
14. Traditional AB Testing Summary.srt	5.3 KB
2. Simple AB Testing Recipe.mp4	8.2 MB
2. Simple AB Testing Recipe.srt	6.9 KB
3. P-Values.mp4	6.5 MB
3. P-Values.srt	5.2 KB
4. Test Characteristics, Assumptions, and Modifications.mp4	11.0 MB
4. Test Characteristics, Assumptions, and Modifications.srt	9.7 KB
5. t-test in Code.mp4	6.2 MB
5. t-test in Code.srt	3.2 KB
6. t-test Exercise.mp4	9.0 MB
6. t-test Exercise.srt	7.3 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.srt	2.3 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).srt	7.9 KB
9. CTR AB Test in Code.mp4	59.7 MB
9. CTR AB Test in Code.srt	7.6 KB
/5. Bayesian AB Testing/
1. Explore vs. Exploit.mp4	6.7 MB
1. Explore vs. Exploit.srt	5.6 KB
10. Thompson Sampling Convergence Demo.mp4	8.0 MB
10. Thompson Sampling Convergence Demo.srt	3.3 KB
11. Confidence Interval Approximation vs. Beta Posterior.mp4	12.2 MB
11. Confidence Interval Approximation vs. Beta Posterior.srt	4.8 KB
12. Adaptive Ad Server Exercise.mp4	9.9 MB
12. Adaptive Ad Server Exercise.srt	7.8 KB
2. More about the Explore-Exploit Dilemma.mp4	45.9 MB
2. More about the Explore-Exploit Dilemma.srt	10.2 KB
3. The Epsilon-Greedy Solution.mp4	16.0 MB
3. The Epsilon-Greedy Solution.srt	4.0 KB
4. UCB1.mp4	7.6 MB
4. UCB1.srt	6.2 KB
5. Conjugate Priors.mp4	11.7 MB
5. Conjugate Priors.srt	9.4 KB
6. Bayesian AB Testing.mp4	6.9 MB
6. Bayesian AB Testing.srt	5.5 KB
7. Bayesian AB Testing in Code.mp4	20.4 MB
7. Bayesian AB Testing in Code.srt	7.5 KB
8. The Online Nature of Bayesian AB Testing.mp4	4.3 MB
8. The Online Nature of Bayesian AB Testing.srt	3.4 KB
9. Finding a Threshold Without P-Values.mp4	8.1 MB
9. Finding a Threshold Without P-Values.srt	6.4 KB
/6. Practice Makes Perfect/
1. Exercise Compare different strategies.mp4	3.4 MB
1. Exercise Compare different strategies.srt	3.0 KB
2. Intro to Exercises on Conjugate Priors.mp4	28.9 MB
2. Intro to Exercises on Conjugate Priors.srt	8.0 KB
3. Exercise Die Roll.mp4	4.2 MB
3. Exercise Die Roll.srt	3.2 KB
4. Exercise Gaussians.mp4	9.3 MB
4. Exercise Gaussians.srt	7.2 KB
5. Exercise Gaussian Implementation.mp4	8.4 MB
5. Exercise Gaussian Implementation.srt	2.6 KB
6. The most important quiz of all - Obtaining an infinite amount of practice.mp4	52.4 MB
6. The most important quiz of all - Obtaining an infinite amount of practice.srt	13.2 KB
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/7. Appendix FAQ/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.srt	3.8 KB
10. What order should I take your courses in (part 1).mp4	30.8 MB
10. What order should I take your courses in (part 1).srt	16.4 KB
11. What order should I take your courses in (part 2).mp4	39.4 MB
11. What order should I take your courses in (part 2).srt	23.6 KB
12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	39.7 MB
12. BONUS Where to get Udemy coupons and FREE deep learning material.srt	8.1 KB
2. Windows-Focused Environment Setup 2018.mp4	195.5 MB
2. Windows-Focused Environment Setup 2018.srt	20.6 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.srt	14.8 KB
4. How to Code by Yourself (part 1).mp4	25.7 MB
4. How to Code by Yourself (part 1).srt	23.3 KB
5. How to Code by Yourself (part 2).mp4	15.5 MB
5. How to Code by Yourself (part 2).srt	13.6 KB
6. How to Succeed in this Course (Long Version).mp4	13.2 MB
6. How to Succeed in this Course (Long Version).srt	15.0 KB
7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.9 MB
7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	32.5 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.srt	14.5 KB
9. Python 2 vs Python 3.mp4	8.2 MB
9. Python 2 vs Python 3.srt	6.2 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
Total files 126