[ WebToolTip.com ] Udemy - Bayesian Machine Learning in Python - A - B Testing
File List
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/70. Anaconda Environment Setup.mp4 309.1 MB
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/71. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 192.3 MB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/79. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 136.6 MB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/78. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 118.8 MB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/74. Proof that using Jupyter Notebook is the same as not using it.mp4 108.7 MB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/72. How to Code by Yourself (part 1).mp4 93.7 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/33. Z-Test Code (pt 1).mp4 84.0 MB
- ~Get Your Files Here !/1 - Introduction and Outline/2. Where to get the code for this course.mp4 75.1 MB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/77. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 60.5 MB
- ~Get Your Files Here !/12 - Appendix FAQ Finale/80. BONUS.mp4 58.4 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/55. Thompson Sampling With Gaussian Reward Theory.mp4 54.1 MB
- ~Get Your Files Here !/7 - Practice Makes Perfect/67. The most important quiz of all - Obtaining an infinite amount of practice.mp4 52.5 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/52. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4 42.8 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/19. Suggestion Box.mp4 39.9 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/56. Thompson Sampling With Gaussian Reward Code.mp4 35.2 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/34. Z-Test Code (pt 2).mp4 34.2 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/61. (Optional) Alternative Bandit Designs.mp4 34.1 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/16. Probability Review in Code.mp4 33.0 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/48. UCB1 Theory.mp4 32.7 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/51. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4 31.9 MB
- ~Get Your Files Here !/2 - The High-Level Picture/5. What is Bayesian Machine Learning.mp4 30.7 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/43. Epsilon-Greedy in Code.mp4 30.7 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/44. Comparing Different Epsilons.mp4 29.9 MB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/73. How to Code by Yourself (part 2).mp4 29.4 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/25. Confidence Intervals Code.mp4 28.8 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/8. Calculating Probabilities - Practice.mp4 28.1 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/37. Section Introduction The Explore-Exploit Dilemma.mp4 28.1 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/28. Hypothesis Testing - The API Approach.mp4 26.0 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/23. Confidence Intervals (pt 4) - Intermediate Level.mp4 25.8 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/54. Thompson Sampling Code.mp4 25.8 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/38. Applications of the Explore-Exploit Dilemma.mp4 25.6 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/36. Classical A B Testing Section Summary.mp4 25.4 MB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/62. More about the Explore-Exploit Dilemma.mp4 25.3 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/11. Maximum Likelihood Estimation - Bernoulli.mp4 24.4 MB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/76. How to Succeed in this Course (Long Version).mp4 23.8 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/13. Maximum Likelihood Estimation - Gaussian (pt 1).mp4 22.9 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/24. Confidence Intervals (pt 5) - Intermediate Level.mp4 22.8 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/15. CDFs and Percentiles.mp4 21.9 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/22. Confidence Intervals (pt 3) - Intermediate Level.mp4 21.5 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/31. Z-Test Theory (pt 1).mp4 20.8 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/41. Epsilon-Greedy Beginner's Exercise Prompt.mp4 20.4 MB
- ~Get Your Files Here !/2 - The High-Level Picture/4. Real-World Examples of A B Testing.mp4 20.0 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/18. Remedial Statistics vs Machine Learning.mp4 19.8 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/26. Hypothesis Testing - Examples.mp4 18.4 MB
- ~Get Your Files Here !/1 - Introduction and Outline/1. What's this course all about.mp4 18.2 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/14. Maximum Likelihood Estimation - Gaussian (pt 2).mp4 18.0 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/59. Nonstationary Bandits.mp4 17.8 MB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/63. Confidence Interval Approximation vs. Beta Posterior.mp4 17.5 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/60. Bandit Summary, Real Data, and Online Learning.mp4 17.1 MB
- ~Get Your Files Here !/7 - Practice Makes Perfect/65. Intro to Exercises on Conjugate Priors.mp4 16.9 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/32. Z-Test Theory (pt 2).mp4 16.9 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/42. Designing Your Bandit Program.mp4 16.4 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/39. Epsilon-Greedy Theory.mp4 16.3 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/10. The Monty Hall Problem.mp4 15.8 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/53. Thompson Sampling Beginner's Exercise Prompt.mp4 15.7 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/58. Why don't we just use a library.mp4 15.6 MB
- ~Get Your Files Here !/8 - Appendix FAQ Intro/68. What is the Appendix.mp4 15.5 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/9. The Gambler.mp4 15.0 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/50. UCB1 Code.mp4 14.9 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/47. Optimistic Initial Values Code.mp4 14.6 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/17. Probability Review Section Summary.mp4 13.7 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/30. Hypothesis Testing - Further Examples.mp4 13.6 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/45. Optimistic Initial Values Theory.mp4 13.3 MB
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/69. Pre-Installation Check.mp4 13.1 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/27. Statistical Significance.mp4 12.9 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/40. Calculating a Sample Mean (pt 1).mp4 12.9 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/20. Confidence Intervals (pt 1) - Intuition.mp4 12.8 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/21. Confidence Intervals (pt 2) - Beginner Level.mp4 11.9 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/7. Probability and Bayes' Rule Review.mp4 11.8 MB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/64. Adaptive Ad Server Exercise.mp4 11.1 MB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/75. Python 2 vs Python 3.mp4 10.5 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/46. Optimistic Initial Values Beginner's Exercise Prompt.mp4 9.5 MB
- ~Get Your Files Here !/1 - Introduction and Outline/3. How to succeed in this course.mp4 9.0 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/35. A B Test Exercise.mp4 8.6 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/49. UCB1 Beginner's Exercise Prompt.mp4 7.4 MB
- ~Get Your Files Here !/4 - Traditional A B Testing/29. Hypothesis Testing - Accept Or Reject.mp4 6.9 MB
- ~Get Your Files Here !/7 - Practice Makes Perfect/66. Exercise Die Roll.mp4 6.0 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/12. Click-Through Rates (CTR).mp4 5.2 MB
- ~Get Your Files Here !/5 - Bayesian A B Testing/57. Exercise on Gaussian Rewards.mp4 3.9 MB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/6. Review Section Introduction.mp4 3.5 MB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/77. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en_US.srt 28.3 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/3. Adaptive Methods Quiz.html 22.5 KB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/79. Machine Learning and AI Prerequisite Roadmap (pt 2).en_US.srt 20.9 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/52. Bayesian Bandits Thompson Sampling Theory (pt 2).en_US.srt 20.7 KB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/72. How to Code by Yourself (part 1).en_US.srt 20.0 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/2. Traditional A B Testing Quiz.html 19.9 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/1. Bayes Rule & Probability Review Quiz.html 19.5 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/48. UCB1 Theory.en_US.srt 17.8 KB
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/70. Anaconda Environment Setup.en_US.srt 17.7 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/51. Bayesian Bandits Thompson Sampling Theory (pt 1).en_US.srt 15.1 KB
- ~Get Your Files Here !/1 - Introduction and Outline/2. Where to get the code for this course.en_US.srt 14.9 KB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/78. Machine Learning and AI Prerequisite Roadmap (pt 1).en_US.srt 14.6 KB
- ~Get Your Files Here !/2 - The High-Level Picture/5. What is Bayesian Machine Learning.en_US.srt 13.9 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/33. Z-Test Code (pt 1).en_US.srt 13.9 KB
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/71. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en_US.srt 13.4 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/55. Thompson Sampling With Gaussian Reward Theory.en_US.srt 13.3 KB
- ~Get Your Files Here !/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/76. How to Succeed in this Course (Long Version).en_US.srt 13.1 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/11. Maximum Likelihood Estimation - Bernoulli.en_US.srt 12.9 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/61. (Optional) Alternative Bandit Designs.en_US.srt 12.9 KB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/74. Proof that using Jupyter Notebook is the same as not using it.en_US.srt 12.7 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/23. Confidence Intervals (pt 4) - Intermediate Level.en_US.srt 12.1 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/37. Section Introduction The Explore-Exploit Dilemma.en_US.srt 11.9 KB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/73. How to Code by Yourself (part 2).en_US.srt 11.7 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/8. Calculating Probabilities - Practice.en_US.srt 11.5 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/36. Classical A B Testing Section Summary.en_US.srt 11.5 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/13. Maximum Likelihood Estimation - Gaussian (pt 1).en_US.srt 11.4 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/22. Confidence Intervals (pt 3) - Intermediate Level.en_US.srt 11.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/16. Probability Review in Code.en_US.srt 11.3 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/67. The most important quiz of all - Obtaining an infinite amount of practice.en_US.srt 10.9 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/24. Confidence Intervals (pt 5) - Intermediate Level.en_US.srt 10.8 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/28. Hypothesis Testing - The API Approach.en_US.srt 10.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/15. CDFs and Percentiles.en_US.srt 10.1 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/38. Applications of the Explore-Exploit Dilemma.en_US.srt 9.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/14. Maximum Likelihood Estimation - Gaussian (pt 2).en_US.srt 9.2 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/31. Z-Test Theory (pt 1).en_US.srt 9.2 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/32. Z-Test Theory (pt 2).en_US.srt 9.0 KB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/62. More about the Explore-Exploit Dilemma.en_US.srt 8.8 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/59. Nonstationary Bandits.en_US.srt 8.6 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/26. Hypothesis Testing - Examples.en_US.srt 8.4 KB
- ~Get Your Files Here !/2 - The High-Level Picture/4. Real-World Examples of A B Testing.en_US.srt 8.4 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/10. The Monty Hall Problem.en_US.srt 8.4 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/39. Epsilon-Greedy Theory.en_US.srt 8.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/18. Remedial Statistics vs Machine Learning.en_US.srt 8.2 KB
- ~Get Your Files Here !/12 - Appendix FAQ Finale/80. BONUS.en_US.srt 7.8 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/60. Bandit Summary, Real Data, and Online Learning.en_US.srt 7.5 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/43. Epsilon-Greedy in Code.en_US.srt 7.5 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/65. Intro to Exercises on Conjugate Priors.en_US.srt 6.9 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/58. Why don't we just use a library.en_US.srt 6.8 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/40. Calculating a Sample Mean (pt 1).en_US.srt 6.7 KB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/64. Adaptive Ad Server Exercise.en_US.srt 6.6 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/56. Thompson Sampling With Gaussian Reward Code.en_US.srt 6.5 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/25. Confidence Intervals Code.en_US.srt 6.5 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/9. The Gambler.en_US.srt 6.5 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/17. Probability Review Section Summary.en_US.srt 6.4 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/45. Optimistic Initial Values Theory.en_US.srt 6.4 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/27. Statistical Significance.en_US.srt 6.2 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/44. Comparing Different Epsilons.en_US.srt 5.9 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/7. Probability and Bayes' Rule Review.en_US.srt 5.8 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/34. Z-Test Code (pt 2).en_US.srt 5.7 KB
- ~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/69. Pre-Installation Check.en_US.srt 5.7 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/41. Epsilon-Greedy Beginner's Exercise Prompt.en_US.srt 5.7 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/30. Hypothesis Testing - Further Examples.en_US.srt 5.7 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/20. Confidence Intervals (pt 1) - Intuition.en_US.srt 5.5 KB
- ~Get Your Files Here !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/75. Python 2 vs Python 3.en_US.srt 5.5 KB
- ~Get Your Files Here !/8 - Appendix FAQ Intro/68. What is the Appendix.en_US.srt 5.3 KB
- ~Get Your Files Here !/1 - Introduction and Outline/1. What's this course all about.en_US.srt 5.2 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/21. Confidence Intervals (pt 2) - Beginner Level.en_US.srt 5.2 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/54. Thompson Sampling Code.en_US.srt 5.0 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/42. Designing Your Bandit Program.en_US.srt 4.9 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/35. A B Test Exercise.en_US.srt 4.5 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/47. Optimistic Initial Values Code.en_US.srt 4.5 KB
- ~Get Your Files Here !/6 - Bayesian A B Testing Extension/63. Confidence Interval Approximation vs. Beta Posterior.en_US.srt 4.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/19. Suggestion Box.en_US.srt 4.1 KB
- ~Get Your Files Here !/1 - Introduction and Outline/3. How to succeed in this course.en_US.srt 3.9 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/50. UCB1 Code.en_US.srt 3.4 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/53. Thompson Sampling Beginner's Exercise Prompt.en_US.srt 3.1 KB
- ~Get Your Files Here !/7 - Practice Makes Perfect/66. Exercise Die Roll.en_US.srt 2.9 KB
- ~Get Your Files Here !/4 - Traditional A B Testing/29. Hypothesis Testing - Accept Or Reject.en_US.srt 2.6 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/46. Optimistic Initial Values Beginner's Exercise Prompt.en_US.srt 2.6 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/49. UCB1 Beginner's Exercise Prompt.en_US.srt 2.4 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/12. Click-Through Rates (CTR).en_US.srt 2.3 KB
- ~Get Your Files Here !/3 - Bayes Rule and Probability Review/6. Review Section Introduction.en_US.srt 1.5 KB
- ~Get Your Files Here !/5 - Bayesian A B Testing/57. Exercise on Gaussian Rewards.en_US.srt 1.4 KB
- Get Bonus Downloads Here.url 180 bytes
- ~Get Your Files Here !/4 - Traditional A B Testing/25. Colab Notebook.url 108 bytes
- ~Get Your Files Here !/4 - Traditional A B Testing/33. Colab Notebook.url 108 bytes
- ~Get Your Files Here !/1 - Introduction and Outline/2. Github Link.url 105 bytes
- ~Get Your Files Here !/Bonus Resources.txt 70 bytes
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