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	1.5 GB
Total Files	134
Hash	E070341264116BFDE3E585486685F237F64A2E2E

/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
/10. Appendix FAQ/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.srt	3.8 KB
2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	39.7 MB
2. BONUS Where to get Udemy coupons and FREE deep learning material.srt	8.1 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
/.../0. Websites you may like/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/3. Bayes Rule and Probability Review/
1. Review Section Introduction.mp4	6.7 MB
1. Review Section Introduction.srt	1.7 KB
10. Confidence Intervals.mp4	16.1 MB
10. Confidence Intervals.srt	13.5 KB
11. What is the Bayesian Paradigm.mp4	10.4 MB
11. What is the Bayesian Paradigm.srt	6.3 KB
12. Suggestion Box.mp4	16.9 MB
12. Suggestion Box.srt	4.8 KB
2. Probability and Bayes' Rule Review.mp4	22.9 MB
2. Probability and Bayes' Rule Review.srt	6.8 KB
3. Calculating Probabilities - Practice.mp4	43.8 MB
3. Calculating Probabilities - Practice.srt	14.2 KB
4. The Gambler.mp4	28.7 MB
4. The Gambler.srt	7.9 KB
5. The Monty Hall Problem.mp4	29.4 MB
5. The Monty Hall Problem.srt	10.4 KB
6. Maximum Likelihood Estimation - Bernoulli.mp4	45.9 MB
6. Maximum Likelihood Estimation - Bernoulli.srt	15.0 KB
7. Click-Through Rates (CTR).mp4	10.0 MB
7. Click-Through Rates (CTR).srt	2.7 KB
8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4	42.9 MB
8. Maximum Likelihood Estimation - Gaussian (pt 1).srt	13.2 KB
9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4	33.6 MB
9. Maximum Likelihood Estimation - Gaussian (pt 2).srt	10.6 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	12.1 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	11.6 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
/7. Setting Up Your Environment/
1. Windows-Focused Environment Setup 2018.mp4	195.5 MB
1. Windows-Focused Environment Setup 2018.srt	20.6 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.1 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.8 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/8. Extra Help With Python Coding for Beginners/
1. How to Code by Yourself (part 1).mp4	25.7 MB
1. How to Code by Yourself (part 1).srt	23.3 KB
2. How to Code by Yourself (part 2).mp4	15.5 MB
2. How to Code by Yourself (part 2).srt	13.6 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
3. Proof that using Jupyter Notebook is the same as not using it.srt	14.5 KB
4. Python 2 vs Python 3.mp4	8.2 MB
4. Python 2 vs Python 3.srt	6.2 KB
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/9. Effective Learning Strategies for Machine Learning/
1. How to Succeed in this Course (Long Version).mp4	13.2 MB
1. How to Succeed in this Course (Long Version).srt	15.0 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.9 MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	32.5 KB
3. What order should I take your courses in (part 1).mp4	30.8 MB
3. What order should I take your courses in (part 1).srt	16.4 KB
4. What order should I take your courses in (part 2).mp4	39.5 MB
4. What order should I take your courses in (part 2).srt	23.6 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
Total files 134