[ WebToolTip.com ] Udemy - Bayesian Machine Learning in Python - A - B Testing

File Name

Size

Get Bonus Downloads Here.url

180 B

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

18 MB

~Get Your Files Here !/1 - Introduction and Outline/2. Github Link.url

105 B

~Get Your Files Here !/1 - Introduction and Outline/2. Where to get the code for this course.en_US.srt

15 kB

~Get Your Files Here !/1 - Introduction and Outline/2. Where to get the code for this course.mp4

75 MB

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

9.0 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).en_US.srt

20 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).mp4

94 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).en_US.srt

12 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).mp4

29 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.en_US.srt

13 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.mp4

109 MB

~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 !/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/75. Python 2 vs Python 3.mp4

10 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).en_US.srt

13 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).mp4

24 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 kB

~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 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).en_US.srt

15 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).mp4

119 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).en_US.srt

21 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).mp4

137 MB

~Get Your Files Here !/12 - Appendix FAQ Finale/80. BONUS.en_US.srt

7.8 kB

~Get Your Files Here !/12 - Appendix FAQ Finale/80. BONUS.mp4

58 MB

~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 !/2 - The High-Level Picture/4. Real-World Examples of A B Testing.mp4

20 MB

~Get Your Files Here !/2 - The High-Level Picture/5. What is Bayesian Machine Learning.en_US.srt

14 kB

~Get Your Files Here !/2 - The High-Level Picture/5. What is Bayesian Machine Learning.mp4

31 MB

~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 !/3 - Bayes Rule and Probability Review/10. The Monty Hall Problem.mp4

16 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/11. Maximum Likelihood Estimation - Bernoulli.en_US.srt

13 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/11. Maximum Likelihood Estimation - Bernoulli.mp4

24 MB

~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/12. Click-Through Rates (CTR).mp4

5.2 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/13. Maximum Likelihood Estimation - Gaussian (pt 1).en_US.srt

11 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/13. Maximum Likelihood Estimation - Gaussian (pt 1).mp4

23 MB

~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 !/3 - Bayes Rule and Probability Review/14. Maximum Likelihood Estimation - Gaussian (pt 2).mp4

18 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/15. CDFs and Percentiles.en_US.srt

10 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/15. CDFs and Percentiles.mp4

22 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/16. Probability Review in Code.en_US.srt

11 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/16. Probability Review in Code.mp4

33 MB

~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 !/3 - Bayes Rule and Probability Review/17. Probability Review Section Summary.mp4

14 MB

~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 !/3 - Bayes Rule and Probability Review/18. Remedial Statistics vs Machine Learning.mp4

20 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/19. Suggestion Box.en_US.srt

4.1 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/19. Suggestion Box.mp4

40 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/6. Review Section Introduction.en_US.srt

1.5 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/6. Review Section Introduction.mp4

3.5 MB

~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 !/3 - Bayes Rule and Probability Review/7. Probability and Bayes' Rule Review.mp4

12 MB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/8. Calculating Probabilities - Practice.en_US.srt

12 kB

~Get Your Files Here !/3 - Bayes Rule and Probability Review/8. Calculating Probabilities - Practice.mp4

28 MB

~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/9. The Gambler.mp4

15 MB

~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 !/4 - Traditional A B Testing/20. Confidence Intervals (pt 1) - Intuition.mp4

13 MB

~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 !/4 - Traditional A B Testing/21. Confidence Intervals (pt 2) - Beginner Level.mp4

12 MB

~Get Your Files Here !/4 - Traditional A B Testing/22. Confidence Intervals (pt 3) - Intermediate Level.en_US.srt

11 kB

~Get Your Files Here !/4 - Traditional A B Testing/22. Confidence Intervals (pt 3) - Intermediate Level.mp4

22 MB

~Get Your Files Here !/4 - Traditional A B Testing/23. Confidence Intervals (pt 4) - Intermediate Level.en_US.srt

12 kB

~Get Your Files Here !/4 - Traditional A B Testing/23. Confidence Intervals (pt 4) - Intermediate Level.mp4

26 MB

~Get Your Files Here !/4 - Traditional A B Testing/24. Confidence Intervals (pt 5) - Intermediate Level.en_US.srt

11 kB

~Get Your Files Here !/4 - Traditional A B Testing/24. Confidence Intervals (pt 5) - Intermediate Level.mp4

23 MB

~Get Your Files Here !/4 - Traditional A B Testing/25. Colab Notebook.url

108 B

~Get Your Files Here !/4 - Traditional A B Testing/25. Confidence Intervals Code.en_US.srt

6.5 kB

~Get Your Files Here !/4 - Traditional A B Testing/25. Confidence Intervals Code.mp4

29 MB

~Get Your Files Here !/4 - Traditional A B Testing/26. Hypothesis Testing - Examples.en_US.srt

8.4 kB

~Get Your Files Here !/4 - Traditional A B Testing/26. Hypothesis Testing - Examples.mp4

18 MB

~Get Your Files Here !/4 - Traditional A B Testing/27. Statistical Significance.en_US.srt

6.2 kB

~Get Your Files Here !/4 - Traditional A B Testing/27. Statistical Significance.mp4

13 MB

~Get Your Files Here !/4 - Traditional A B Testing/28. Hypothesis Testing - The API Approach.en_US.srt

10 kB

~Get Your Files Here !/4 - Traditional A B Testing/28. Hypothesis Testing - The API Approach.mp4

26 MB

~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 !/4 - Traditional A B Testing/29. Hypothesis Testing - Accept Or Reject.mp4

6.9 MB

~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/30. Hypothesis Testing - Further Examples.mp4

14 MB

~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/31. Z-Test Theory (pt 1).mp4

21 MB

~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 !/4 - Traditional A B Testing/32. Z-Test Theory (pt 2).mp4

17 MB

~Get Your Files Here !/4 - Traditional A B Testing/33. Colab Notebook.url

108 B

~Get Your Files Here !/4 - Traditional A B Testing/33. Z-Test Code (pt 1).en_US.srt

14 kB

~Get Your Files Here !/4 - Traditional A B Testing/33. Z-Test Code (pt 1).mp4

84 MB

~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 !/4 - Traditional A B Testing/34. Z-Test Code (pt 2).mp4

34 MB

~Get Your Files Here !/4 - Traditional A B Testing/35. A B Test Exercise.en_US.srt

4.5 kB

~Get Your Files Here !/4 - Traditional A B Testing/35. A B Test Exercise.mp4

8.6 MB

~Get Your Files Here !/4 - Traditional A B Testing/36. Classical A B Testing Section Summary.en_US.srt

12 kB

~Get Your Files Here !/4 - Traditional A B Testing/36. Classical A B Testing Section Summary.mp4

25 MB

~Get Your Files Here !/5 - Bayesian A B Testing/37. Section Introduction The Explore-Exploit Dilemma.en_US.srt

12 kB

~Get Your Files Here !/5 - Bayesian A B Testing/37. Section Introduction The Explore-Exploit Dilemma.mp4

28 MB

~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 !/5 - Bayesian A B Testing/38. Applications of the Explore-Exploit Dilemma.mp4

26 MB

~Get Your Files Here !/5 - Bayesian A B Testing/39. Epsilon-Greedy Theory.en_US.srt

8.3 kB

~Get Your Files Here !/5 - Bayesian A B Testing/39. Epsilon-Greedy Theory.mp4

16 MB

~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 !/5 - Bayesian A B Testing/40. Calculating a Sample Mean (pt 1).mp4

13 MB

~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 !/5 - Bayesian A B Testing/41. Epsilon-Greedy Beginner's Exercise Prompt.mp4

20 MB

~Get Your Files Here !/5 - Bayesian A B Testing/42. Designing Your Bandit Program.en_US.srt

4.9 kB

~Get Your Files Here !/5 - Bayesian A B Testing/42. Designing Your Bandit Program.mp4

16 MB

~Get Your Files Here !/5 - Bayesian A B Testing/43. Epsilon-Greedy in Code.en_US.srt

7.5 kB

~Get Your Files Here !/5 - Bayesian A B Testing/43. Epsilon-Greedy in Code.mp4

31 MB

~Get Your Files Here !/5 - Bayesian A B Testing/44. Comparing Different Epsilons.en_US.srt

5.9 kB

~Get Your Files Here !/5 - Bayesian A B Testing/44. Comparing Different Epsilons.mp4

30 MB

~Get Your Files Here !/5 - Bayesian A B Testing/45. Optimistic Initial Values Theory.en_US.srt

6.4 kB

~Get Your Files Here !/5 - Bayesian A B Testing/45. Optimistic Initial Values Theory.mp4

13 MB

~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/46. Optimistic Initial Values Beginner's Exercise Prompt.mp4

9.5 MB

~Get Your Files Here !/5 - Bayesian A B Testing/47. Optimistic Initial Values Code.en_US.srt

4.5 kB

~Get Your Files Here !/5 - Bayesian A B Testing/47. Optimistic Initial Values Code.mp4

15 MB

~Get Your Files Here !/5 - Bayesian A B Testing/48. UCB1 Theory.en_US.srt

18 kB

~Get Your Files Here !/5 - Bayesian A B Testing/48. UCB1 Theory.mp4

33 MB

~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 !/5 - Bayesian A B Testing/49. UCB1 Beginner's Exercise Prompt.mp4

7.4 MB

~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/50. UCB1 Code.mp4

15 MB

~Get Your Files Here !/5 - Bayesian A B Testing/51. Bayesian Bandits Thompson Sampling Theory (pt 1).en_US.srt

15 kB

~Get Your Files Here !/5 - Bayesian A B Testing/51. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4

32 MB

~Get Your Files Here !/5 - Bayesian A B Testing/52. Bayesian Bandits Thompson Sampling Theory (pt 2).en_US.srt

21 kB

~Get Your Files Here !/5 - Bayesian A B Testing/52. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4

43 MB

~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 !/5 - Bayesian A B Testing/53. Thompson Sampling Beginner's Exercise Prompt.mp4

16 MB

~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/54. Thompson Sampling Code.mp4

26 MB

~Get Your Files Here !/5 - Bayesian A B Testing/55. Thompson Sampling With Gaussian Reward Theory.en_US.srt

13 kB

~Get Your Files Here !/5 - Bayesian A B Testing/55. Thompson Sampling With Gaussian Reward Theory.mp4

54 MB

~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 !/5 - Bayesian A B Testing/56. Thompson Sampling With Gaussian Reward Code.mp4

35 MB

~Get Your Files Here !/5 - Bayesian A B Testing/57. Exercise on Gaussian Rewards.en_US.srt

1.4 kB

~Get Your Files Here !/5 - Bayesian A B Testing/57. Exercise on Gaussian Rewards.mp4

3.9 MB

~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/58. Why don't we just use a library.mp4

16 MB

~Get Your Files Here !/5 - Bayesian A B Testing/59. Nonstationary Bandits.en_US.srt

8.6 kB

~Get Your Files Here !/5 - Bayesian A B Testing/59. Nonstationary Bandits.mp4

18 MB

~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/60. Bandit Summary, Real Data, and Online Learning.mp4

17 MB

~Get Your Files Here !/5 - Bayesian A B Testing/61. (Optional) Alternative Bandit Designs.en_US.srt

13 kB

~Get Your Files Here !/5 - Bayesian A B Testing/61. (Optional) Alternative Bandit Designs.mp4

34 MB

~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 !/6 - Bayesian A B Testing Extension/62. More about the Explore-Exploit Dilemma.mp4

25 MB

~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 !/6 - Bayesian A B Testing Extension/63. Confidence Interval Approximation vs. Beta Posterior.mp4

18 MB

~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 !/6 - Bayesian A B Testing Extension/64. Adaptive Ad Server Exercise.mp4

11 MB

~Get Your Files Here !/7 - Practice Makes Perfect/1. Bayes Rule & Probability Review Quiz.html

20 kB

~Get Your Files Here !/7 - Practice Makes Perfect/2. Traditional A B Testing Quiz.html

20 kB

~Get Your Files Here !/7 - Practice Makes Perfect/3. Adaptive Methods Quiz.html

22 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 !/7 - Practice Makes Perfect/65. Intro to Exercises on Conjugate Priors.mp4

17 MB

~Get Your Files Here !/7 - Practice Makes Perfect/66. Exercise Die Roll.en_US.srt

2.9 kB

~Get Your Files Here !/7 - Practice Makes Perfect/66. Exercise Die Roll.mp4

6.0 MB

~Get Your Files Here !/7 - Practice Makes Perfect/67. The most important quiz of all - Obtaining an infinite amount of practice.en_US.srt

11 kB

~Get Your Files Here !/7 - Practice Makes Perfect/67. The most important quiz of all - Obtaining an infinite amount of practice.mp4

52 MB

~Get Your Files Here !/8 - Appendix FAQ Intro/68. What is the Appendix.en_US.srt

5.3 kB

~Get Your Files Here !/8 - Appendix FAQ Intro/68. What is the Appendix.mp4

16 MB

~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 !/9 - Setting Up Your Environment (FAQ by Student Request)/69. Pre-Installation Check.mp4

13 MB

~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/70. Anaconda Environment Setup.en_US.srt

18 kB

~Get Your Files Here !/9 - Setting Up Your Environment (FAQ by Student Request)/70. Anaconda Environment Setup.mp4

309 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.en_US.srt

13 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.mp4

192 MB

~Get Your Files Here !/Bonus Resources.txt

70 B