Udemy - Bayesian Machine Learning in Python: A/B Testing [Desire Course]

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Udemy - Bayesian Machine Learning in Python: A/B Testing [Desire Course]

Torrent Contents Size: 1.4 GB

Udemy - Bayesian Machine Learning in Python: A/B Testing [Desire Course]
▼ show more 119 files
1. AB Testing Problem Setup.mp4
MP4
6.9 MB
1. AB Testing Problem Setup.srt
SRT
6.4 KB
1. Exercise Compare different strategies.mp4
MP4
3.3 MB
1. Exercise Compare different strategies.srt
SRT
2.9 KB
1. Explore vs. Exploit.mp4
MP4
6.4 MB
1. Explore vs. Exploit.srt
SRT
5.5 KB
1. How to Code by Yourself (part 1).mp4
MP4
24.5 MB
1. How to Code by Yourself (part 1).srt
SRT
22.8 KB
1. How to Succeed in this Course (Long Version).mp4
MP4
12.6 MB
1. How to Succeed in this Course (Long Version).srt
SRT
14.6 KB
1. Real-World Examples of AB Testing.mp4
MP4
38.5 MB
1. Real-World Examples of AB Testing.srt
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9.6 KB
1. Review Section Introduction.mp4
MP4
6.4 MB
1. Review Section Introduction.srt
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1.7 KB
1. What is the Appendix.mp4
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5.5 MB
1. What is the Appendix.srt
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3.7 KB
1. What's this course all about.mp4
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29.3 MB
1. What's this course all about.srt
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6 KB
1. Windows-Focused Environment Setup 2018.mp4
MP4
186.4 MB
1. Windows-Focused Environment Setup 2018.srt
SRT
20.1 KB
10. Chi-Square Exercise.mp4
MP4
4.1 MB
10. Chi-Square Exercise.srt
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3.2 KB
10. Confidence Intervals.mp4
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15.4 MB
10. Confidence Intervals.srt
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13.2 KB
10. Thompson Sampling Convergence Demo.mp4
MP4
7.6 MB
10. Thompson Sampling Convergence Demo.srt
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3.3 KB
11. ABCD… Testing - The Bonferroni Correction.mp4
MP4
3.6 MB
11. ABCD… Testing - The Bonferroni Correction.srt
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3 KB
11. Confidence Interval Approximation vs. Beta Posterior.mp4
MP4
11.6 MB
11. Confidence Interval Approximation vs. Beta Posterior.srt
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4.7 KB
11. What is the Bayesian Paradigm.mp4
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9.9 MB
11. What is the Bayesian Paradigm.srt
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6.1 KB
12. Adaptive Ad Server Exercise.mp4
MP4
9.5 MB
12. Adaptive Ad Server Exercise.srt
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7.6 KB
12. Statistical Power.mp4
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4.8 MB
12. Statistical Power.srt
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4 KB
12. Suggestion Box.mp4
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16.1 MB
12. Suggestion Box.srt
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4.7 KB
13. AB Testing Pitfalls.mp4
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6.3 MB
13. AB Testing Pitfalls.srt
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5.2 KB
14. Traditional AB Testing Summary.mp4
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6 MB
14. Traditional AB Testing Summary.srt
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5.1 KB
2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
MP4
37.8 MB
2. BONUS Where to get Udemy coupons and FREE deep learning material.srt
SRT
7.9 KB
2. How to Code by Yourself (part 2).mp4
MP4
14.8 MB
2. How to Code by Yourself (part 2).srt
SRT
13.3 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
MP4
43.9 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
SRT
14.5 KB
2. Intro to Exercises on Conjugate Priors.mp4
MP4
27.6 MB
2. Intro to Exercises on Conjugate Priors.srt
SRT
7.8 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
MP4
39 MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
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31.8 KB
2. More about the Explore-Exploit Dilemma.mp4
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43.7 MB
2. More about the Explore-Exploit Dilemma.srt
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9.9 KB
2. Probability and Bayes' Rule Review.mp4
MP4
21.9 MB
2. Probability and Bayes' Rule Review.srt
SRT
6.6 KB
2. Simple AB Testing Recipe.mp4
MP4
7.8 MB
2. Simple AB Testing Recipe.srt
SRT
6.7 KB
2. What is Bayesian Machine Learning.mp4
MP4
54.7 MB
2. What is Bayesian Machine Learning.srt
SRT
15.4 KB
2. Where to get the code for this course.mp4
MP4
30.4 MB
2. Where to get the code for this course.srt
SRT
7.5 KB
3. Calculating Probabilities - Practice.mp4
MP4
41.7 MB
3. Calculating Probabilities - Practice.srt
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13.9 KB
3. Exercise Die Roll.mp4
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4 MB
3. Exercise Die Roll.srt
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3.2 KB
3. How to succeed in this course.mp4
MP4
27.9 MB
3. How to succeed in this course.srt
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8.8 KB
3. P-Values.mp4
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6.2 MB
3. P-Values.srt
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5.1 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4
MP4
78.3 MB
3. Proof that using Jupyter Notebook is the same as not using it.srt
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14.1 KB
3. The Epsilon-Greedy Solution.mp4
MP4
15.3 MB
3. The Epsilon-Greedy Solution.srt
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3.9 KB
3. What order should I take your courses in (part 1).mp4
MP4
29.3 MB
3. What order should I take your courses in (part 1).srt
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16 KB
4. Exercise Gaussians.mp4
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8.8 MB
4. Exercise Gaussians.srt
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7 KB
4. Python 2 vs Python 3.mp4
MP4
7.8 MB
4. Python 2 vs Python 3.srt
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6.1 KB
4. Test Characteristics, Assumptions, and Modifications.mp4
MP4
10.5 MB
4. Test Characteristics, Assumptions, and Modifications.srt
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9.5 KB
4. The Gambler.mp4
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27.3 MB
4. The Gambler.srt
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7.7 KB
4. UCB1.mp4
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7.2 MB
4. UCB1.srt
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6 KB
4. What order should I take your courses in (part 2).mp4
MP4
37.6 MB
4. What order should I take your courses in (part 2).srt
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23 KB
5. Conjugate Priors.mp4
MP4
11.1 MB
5. Conjugate Priors.srt
SRT
9.2 KB
5. Exercise Gaussian Implementation.mp4
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8 MB
5. Exercise Gaussian Implementation.srt
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2.5 KB
5. The Monty Hall Problem.mp4
MP4
28.1 MB
5. The Monty Hall Problem.srt
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10.1 KB
5. t-test in Code.mp4
MP4
5.9 MB
5. t-test in Code.srt
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3.1 KB
6. Bayesian AB Testing.mp4
MP4
6.6 MB
6. Bayesian AB Testing.srt
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5.3 KB
6. Maximum Likelihood Estimation - Bernoulli.mp4
MP4
43.8 MB
6. Maximum Likelihood Estimation - Bernoulli.srt
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14.6 KB
6. The most important quiz of all - Obtaining an infinite amount of practice.mp4
MP4
49.9 MB
6. The most important quiz of all - Obtaining an infinite amount of practice.srt
SRT
12.9 KB
6. t-test Exercise.mp4
MP4
8.6 MB
6. t-test Exercise.srt
SRT
7.1 KB
7. 0.01 vs 0.011 - Why should we care.mp4
MP4
2.7 MB
7. 0.01 vs 0.011 - Why should we care.srt
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2.3 KB
7. Bayesian AB Testing in Code.mp4
MP4
19.5 MB
7. Bayesian AB Testing in Code.srt
SRT
7.3 KB
7. Click-Through Rates (CTR).mp4
MP4
9.5 MB
7. Click-Through Rates (CTR).srt
SRT
2.7 KB
8. AB Test for Click-Through Rates (Chi-Square Test).mp4
MP4
9.4 MB
8. AB Test for Click-Through Rates (Chi-Square Test).srt
SRT
7.8 KB
8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4
MP4
40.9 MB
8. Maximum Likelihood Estimation - Gaussian (pt 1).srt
SRT
12.9 KB
8. The Online Nature of Bayesian AB Testing.mp4
MP4
4.1 MB
8. The Online Nature of Bayesian AB Testing.srt
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3.3 KB
9. CTR AB Test in Code.mp4
MP4
57 MB
9. CTR AB Test in Code.srt
SRT
7.4 KB
9. Finding a Threshold Without P-Values.mp4
MP4
7.7 MB
9. Finding a Threshold Without P-Values.srt
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6.2 KB
9. Maximum Likelihood Estimation - Gaussian (pt 2).mp4
MP4
32 MB
9. Maximum Likelihood Estimation - Gaussian (pt 2).srt
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10.3 KB
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