[DesireCourse.Net] Udemy - Bayesian Machine Learning in Python AB Testing

File Name

Size

1. Introduction and Outline/1. What's this course all about.mp4

3.7 MB

1. Introduction and Outline/1. What's this course all about.srt

3.1 kB

1. Introduction and Outline/2. Where to get the code for this course.mp4

2.0 MB

1. Introduction and Outline/2. Where to get the code for this course.srt

1.6 kB

1. Introduction and Outline/3. How to succeed in this course.mp4

5.5 MB

1. Introduction and Outline/3. How to succeed in this course.srt

4.8 kB

2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4

38 MB

2. The High-Level Picture/1. Real-World Examples of AB Testing.srt

9.6 kB

2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4

55 MB

2. The High-Level Picture/2. What is Bayesian Machine Learning.srt

15 kB

3. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4

15 MB

3. Bayes Rule and Probability Review/1. Bayes Rule Review.srt

12 kB

3. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4

3.2 MB

3. Bayes Rule and Probability Review/2. Simple Probability Problem.srt

2.7 kB

3. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4

6.1 MB

3. Bayes Rule and Probability Review/3. The Monty Hall Problem.srt

5.4 kB

3. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4

7.1 MB

3. Bayes Rule and Probability Review/4. Imbalanced Classes.srt

5.7 kB

3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4

7.6 MB

3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.srt

6.2 kB

3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4

6.7 MB

3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.srt

5.9 kB

3. Bayes Rule and Probability Review/7. Confidence Intervals.mp4

15 MB

3. Bayes Rule and Probability Review/7. Confidence Intervals.srt

13 kB

3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4

9.9 MB

3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.srt

6.1 kB

4. Traditional AB Testing/1. AB Testing Problem Setup.mp4

6.9 MB

4. Traditional AB Testing/1. AB Testing Problem Setup.srt

6.4 kB

4. Traditional AB Testing/10. Chi-Square Exercise.mp4

4.1 MB

4. Traditional AB Testing/10. Chi-Square Exercise.srt

3.2 kB

4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4

3.6 MB

4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt

3.0 kB

4. Traditional AB Testing/12. Statistical Power.mp4

4.8 MB

4. Traditional AB Testing/12. Statistical Power.srt

4.0 kB

4. Traditional AB Testing/13. AB Testing Pitfalls.mp4

6.3 MB

4. Traditional AB Testing/13. AB Testing Pitfalls.srt

5.2 kB

4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4

6.0 MB

4. Traditional AB Testing/14. Traditional AB Testing Summary.srt

5.1 kB

4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4

7.8 MB

4. Traditional AB Testing/2. Simple AB Testing Recipe.srt

6.7 kB

4. Traditional AB Testing/3. P-Values.mp4

6.2 MB

4. Traditional AB Testing/3. P-Values.srt

5.1 kB

4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4

10 MB

4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt

9.5 kB

4. Traditional AB Testing/5. t-test in Code.mp4

5.9 MB

4. Traditional AB Testing/5. t-test in Code.srt

3.1 kB

4. Traditional AB Testing/6. t-test Exercise.mp4

8.6 MB

4. Traditional AB Testing/6. t-test Exercise.srt

7.1 kB

4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4

2.7 MB

4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt

2.3 kB

4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4

9.4 MB

4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt

7.8 kB

4. Traditional AB Testing/9. CTR AB Test in Code.mp4

57 MB

4. Traditional AB Testing/9. CTR AB Test in Code.srt

7.4 kB

5. Bayesian AB Testing/1. Explore vs. Exploit.mp4

6.4 MB

5. Bayesian AB Testing/1. Explore vs. Exploit.srt

5.5 kB

5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4

7.6 MB

5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.srt

3.3 kB

5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4

12 MB

5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt

4.7 kB

5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4

9.5 MB

5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt

7.6 kB

5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4

44 MB

5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt

9.9 kB

5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4

15 MB

5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt

3.9 kB

5. Bayesian AB Testing/4. UCB1.mp4

7.2 MB

5. Bayesian AB Testing/4. UCB1.srt

6.0 kB

5. Bayesian AB Testing/5. Conjugate Priors.mp4

11 MB

5. Bayesian AB Testing/5. Conjugate Priors.srt

9.2 kB

5. Bayesian AB Testing/6. Bayesian AB Testing.mp4

6.6 MB

5. Bayesian AB Testing/6. Bayesian AB Testing.srt

5.3 kB

5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4

20 MB

5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt

7.3 kB

5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4

4.1 MB

5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt

3.3 kB

5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4

7.7 MB

5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt

6.2 kB

6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4

3.3 MB

6. Practice Makes Perfect/1. Exercise Compare different strategies.srt

2.9 kB

6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4

28 MB

6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt

7.8 kB

6. Practice Makes Perfect/3. Exercise Die Roll.mp4

4.0 MB

6. Practice Makes Perfect/3. Exercise Die Roll.srt

3.2 kB

6. Practice Makes Perfect/4. Exercise Gaussians.mp4

8.8 MB

6. Practice Makes Perfect/4. Exercise Gaussians.srt

7.0 kB

6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4

8.0 MB

6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt

2.5 kB

6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4

50 MB

6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt

13 kB

7. Appendix FAQ/1. What is the Appendix.mp4

5.5 MB

7. Appendix FAQ/1. What is the Appendix.srt

3.7 kB

7. Appendix FAQ/10. What order should I take your courses in (part 1).mp4

29 MB

7. Appendix FAQ/10. What order should I take your courses in (part 1).srt

16 kB

7. Appendix FAQ/11. What order should I take your courses in (part 2).mp4

38 MB

7. Appendix FAQ/11. What order should I take your courses in (part 2).srt

23 kB

7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4

38 MB

7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.srt

7.9 kB

7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4

186 MB

7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.srt

20 kB

7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

44 MB

7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt

14 kB

7. Appendix FAQ/4. How to Code by Yourself (part 1).mp4

24 MB

7. Appendix FAQ/4. How to Code by Yourself (part 1).srt

23 kB

7. Appendix FAQ/5. How to Code by Yourself (part 2).mp4

15 MB

7. Appendix FAQ/5. How to Code by Yourself (part 2).srt

13 kB

7. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4

13 MB

7. Appendix FAQ/6. How to Succeed in this Course (Long Version).srt

15 kB

7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

39 MB

7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt

32 kB

7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4

78 MB

7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.srt

14 kB

7. Appendix FAQ/9. Python 2 vs Python 3.mp4

7.8 MB

7. Appendix FAQ/9. Python 2 vs Python 3.srt

6.1 kB

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48 B

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51 B

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54 B