0. Websites you may like/[CourseClub.ME].url
122B
0. Websites you may like/[FCS Forum].url
133B
0. Websites you may like/[FreeCourseSite.com].url
127B
1. Introduction and Outline/1. What's this course all about.mp4
29.29MB
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1. Introduction and Outline/1. What's this course all about.srt
6KB
1. Introduction and Outline/2. Where to get the code for this course.mp4
30.4MB
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1. Introduction and Outline/2. Where to get the code for this course.srt
7.53KB
1. Introduction and Outline/2.1 Github Link.html
120B
1. Introduction and Outline/3. How to succeed in this course.mp4
43.82MB
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1. Introduction and Outline/3. How to succeed in this course.srt
8.28KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4
12.6MB
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10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt
14.63KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.95MB
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10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
31.79KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
29.32MB
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10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
16.03KB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
37.63MB
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10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
23.04KB
11. Appendix FAQ Finale/1. What is the Appendix.mp4
5.45MB
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11. Appendix FAQ Finale/1. What is the Appendix.srt
3.72KB
11. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
37.84MB
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11. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt
7.87KB
2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4
38.54MB
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2. The High-Level Picture/1. Real-World Examples of AB Testing.srt
9.57KB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4
54.65MB
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2. The High-Level Picture/2. What is Bayesian Machine Learning.srt
15.44KB
3. Bayes Rule and Probability Review/1. Review Section Introduction.mp4
6.38MB
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3. Bayes Rule and Probability Review/1. Review Section Introduction.srt
1.69KB
3. Bayes Rule and Probability Review/10. CDFs and Percentiles.mp4
38.35MB
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3. Bayes Rule and Probability Review/10. CDFs and Percentiles.srt
11.41KB
3. Bayes Rule and Probability Review/11. Probability Review in Code.mp4
54.32MB
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3. Bayes Rule and Probability Review/11. Probability Review in Code.srt
12.35KB
3. Bayes Rule and Probability Review/12. Probability Review Section Summary.mp4
24.64MB
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3. Bayes Rule and Probability Review/12. Probability Review Section Summary.srt
7.32KB
3. Bayes Rule and Probability Review/13. Beginners Fix Your Understanding of Statistics vs Machine Learning.mp4
37.06MB
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3. Bayes Rule and Probability Review/13. Beginners Fix Your Understanding of Statistics vs Machine Learning.srt
9.23KB
3. Bayes Rule and Probability Review/14. Suggestion Box.mp4
16.14MB
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3. Bayes Rule and Probability Review/14. Suggestion Box.srt
4.7KB
3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.mp4
21.85MB
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3. Bayes Rule and Probability Review/2. Probability and Bayes' Rule Review.srt
21.85MB
3. Bayes Rule and Probability Review/3. Calculating Probabilities - Practice.mp4
41.74MB
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3. Bayes Rule and Probability Review/4. The Gambler.mp4
27.33MB
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3. Bayes Rule and Probability Review/5. The Monty Hall Problem.mp4
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3. Bayes Rule and Probability Review/6. Maximum Likelihood Estimation - Bernoulli.mp4
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3. Bayes Rule and Probability Review/7. Click-Through Rates (CTR).mp4
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3. Bayes Rule and Probability Review/8. Maximum Likelihood Estimation - Gaussian (pt 1).mp4
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4. Traditional AB Testing/1. Confidence Intervals (pt 1) - Intuition.mp4
22.67MB
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6.51KB
4. Traditional AB Testing/10. Hypothesis Testing - Accept Or Reject.mp4
13.32MB
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4. Traditional AB Testing/11. Hypothesis Testing - Further Examples.mp4
25MB
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4. Traditional AB Testing/12. Z-Test Theory (pt 1).mp4
36.32MB
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4. Traditional AB Testing/14. Z-Test Code (pt 1).mp4
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4. Traditional AB Testing/15. Z-Test Code (pt 2).mp4
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4. Traditional AB Testing/16. AB Test Exercise.mp4
15.76MB
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4. Traditional AB Testing/17. Classical AB Testing Section Summary.mp4
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4. Traditional AB Testing/17. Classical AB Testing Section Summary.srt
12.78KB
4. Traditional AB Testing/2. Confidence Intervals (pt 2) - Beginner Level.mp4
19.31MB
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12.65KB
4. Traditional AB Testing/4. Confidence Intervals (pt 4) - Intermediate Level.mp4
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14.1KB
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12.82KB
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33.17MB
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56.19MB
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5. Bayesian AB Testing/18. Thompson Sampling Code.mp4
33.19MB
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5. Bayesian AB Testing/18. Thompson Sampling Code.srt
5.6KB
5. Bayesian AB Testing/19. Thompson Sampling With Gaussian Reward Theory.mp4
46.9MB
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15.02KB
5. Bayesian AB Testing/2. Applications of the Explore-Exploit Dilemma.mp4
47.05MB
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47.09MB
5. Bayesian AB Testing/20. Thompson Sampling With Gaussian Reward Code.mp4
43.72MB
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7.22KB
5. Bayesian AB Testing/21. Why don't we just use a library.mp4
27.75MB
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7.7KB
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31.3MB
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9.6KB
5. Bayesian AB Testing/23. Bandit Summary, Real Data, and Online Learning.mp4
32.74MB
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8.28KB
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52.01MB
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14.6KB
5. Bayesian AB Testing/3. Epsilon-Greedy Theory.mp4
28.63MB
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9.36KB
5. Bayesian AB Testing/4. Calculating a Sample Mean (pt 1).mp4
23.42MB
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7.34KB
5. Bayesian AB Testing/5. Epsilon-Greedy Beginner's Exercise Prompt.mp4
29MB
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6.33KB
5. Bayesian AB Testing/6. Designing Your Bandit Program.mp4
23.28MB
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5.46KB
5. Bayesian AB Testing/7. Epsilon-Greedy in Code.mp4
41.74MB
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8.48KB
5. Bayesian AB Testing/8. Comparing Different Epsilons.mp4
43.93MB
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6.84KB
5. Bayesian AB Testing/9. Optimistic Initial Values Theory.mp4
23.86MB
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7.14KB
6. Bayesian AB Testing Extension/1. More about the Explore-Exploit Dilemma.mp4
43.76MB
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9.91KB
6. Bayesian AB Testing Extension/2. Confidence Interval Approximation vs. Beta Posterior.mp4
11.6MB
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6. Bayesian AB Testing Extension/2. Confidence Interval Approximation vs. Beta Posterior.srt
4.71KB
6. Bayesian AB Testing Extension/3. Adaptive Ad Server Exercise.mp4
9.46MB
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6. Bayesian AB Testing Extension/3. Adaptive Ad Server Exercise.srt
7.58KB
7. Practice Makes Perfect/1. Intro to Exercises on Conjugate Priors.mp4
27.61MB
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7. Practice Makes Perfect/1. Intro to Exercises on Conjugate Priors.srt
7.77KB
7. Practice Makes Perfect/2. Exercise Die Roll.mp4
3.97MB
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7. Practice Makes Perfect/2. Exercise Die Roll.srt
3.17KB
7. Practice Makes Perfect/3. The most important quiz of all - Obtaining an infinite amount of practice.mp4
47.13MB
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7. Practice Makes Perfect/3. The most important quiz of all - Obtaining an infinite amount of practice.srt
12.57KB
8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4
186.44MB
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8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.srt
20.1KB
8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
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8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
14.48KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4
24.54MB
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9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).srt
22.75KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4
14.8MB
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9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).srt
13.26KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4
78.28MB
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14.12KB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4
7.83MB
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9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.srt
6.1KB