[GigaCourse.Com] Udemy - Bayesian Machine Learning in Python A

Creation Time	Oct. 19, 2024, 11:31 p.m.
Last Access Time	Dec. 4, 2024, 2:13 a.m.
File Size	2.6 GB
Keywords	A Python - Udemy Machine GigaCourse Learning in Bayesian Com
Total Requests	3
Total Files	173
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08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.mp4 186.4 MB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/071 Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB
05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).mp4 74.8 MB
04 Traditional A_B Testing/033 Z-Test Code (pt 1).mp4 67.9 MB
05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).mp4 56.2 MB
05 Bayesian A_B Testing/048 UCB1 Theory.mp4 55.8 MB
02 The High-Level Picture/005 What is Bayesian Machine Learning_.mp4 54.7 MB
03 Bayes Rule and Probability Review/016 Probability Review in Code.mp4 54.3 MB
05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.mp4 52.2 MB
05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.mp4 52.0 MB
04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.mp4 48.2 MB
07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.mp4 47.1 MB
05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.mp4 47.1 MB
05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.mp4 46.9 MB
04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.mp4 46.3 MB
05 Bayesian A_B Testing/044 Comparing Different Epsilons.mp4 43.9 MB
08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
01 Introduction and Outline/003 How to succeed in this course.mp4 43.8 MB
03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.mp4 43.8 MB
06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.mp4 43.7 MB
05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.mp4 43.7 MB
04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.mp4 42.6 MB
05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.mp4 41.7 MB
03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.mp4 41.7 MB
03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).mp4 40.8 MB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/074 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.mp4 39.0 MB
02 The High-Level Picture/004 Real-World Examples of A_B Testing.mp4 38.5 MB
03 Bayes Rule and Probability Review/015 CDFs and Percentiles.mp4 38.3 MB
11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.mp4 37.8 MB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 37.6 MB
03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.mp4 37.0 MB
04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.mp4 36.6 MB
04 Traditional A_B Testing/031 Z-Test Theory (pt 1).mp4 36.3 MB
04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.mp4 34.9 MB
05 Bayesian A_B Testing/054 Thompson Sampling Code.mp4 33.2 MB
04 Traditional A_B Testing/025 Confidence Intervals Code.mp4 33.2 MB
05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.mp4 32.7 MB
04 Traditional A_B Testing/026 Hypothesis Testing - Examples.mp4 32.6 MB
03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).mp4 32.0 MB
05 Bayesian A_B Testing/058 Nonstationary Bandits.mp4 31.3 MB
04 Traditional A_B Testing/032 Z-Test Theory (pt 2).mp4 30.4 MB
01 Introduction and Outline/002 Where to get the code for this course.mp4 30.4 MB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 29.3 MB
01 Introduction and Outline/001 What's this course all about_.mp4 29.3 MB
05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.mp4 29.0 MB
04 Traditional A_B Testing/034 Z-Test Code (pt 2).mp4 28.9 MB
05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.mp4 28.6 MB
03 Bayes Rule and Probability Review/010 The Monty Hall Problem.mp4 28.1 MB
05 Bayesian A_B Testing/057 Why don't we just use a library_.mp4 27.7 MB
07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.mp4 27.6 MB
03 Bayes Rule and Probability Review/009 The Gambler.mp4 27.3 MB
04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.mp4 25.0 MB
05 Bayesian A_B Testing/047 Optimistic Initial Values Code.mp4 24.9 MB
03 Bayes Rule and Probability Review/017 Probability Review Section Summary.mp4 24.6 MB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).mp4 24.5 MB
04 Traditional A_B Testing/027 Statistical Significance.mp4 24.2 MB
05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.mp4 23.9 MB
05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).mp4 23.4 MB
05 Bayesian A_B Testing/042 Designing Your Bandit Program.mp4 23.3 MB
04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.mp4 22.7 MB
03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.mp4 21.8 MB
05 Bayesian A_B Testing/050 UCB1 Code.mp4 20.9 MB
04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.mp4 19.3 MB
05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.mp4 18.2 MB
03 Bayes Rule and Probability Review/019 Suggestion Box.mp4 16.1 MB
04 Traditional A_B Testing/035 A_B Test Exercise.mp4 15.7 MB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).mp4 14.8 MB
05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.mp4 14.1 MB
04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.mp4 13.3 MB
05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.mp4 13.0 MB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).mp4 12.6 MB
06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.mp4 11.6 MB
03 Bayes Rule and Probability Review/012 Click-Through Rates (CTR).mp4 9.5 MB
06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.mp4 9.5 MB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.mp4 7.8 MB
03 Bayes Rule and Probability Review/006 Review Section Introduction.mp4 6.4 MB
11 Appendix _ FAQ Finale/077 What is the Appendix_.mp4 5.5 MB
07 Practice Makes Perfect/065 Exercise_ Die Roll.mp4 4.0 MB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/074 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.en.srt 33.0 KB
05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).en.srt 24.8 KB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt 23.9 KB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).en.srt 23.6 KB
08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.en.srt 20.9 KB
05 Bayesian A_B Testing/048 UCB1 Theory.en.srt 20.7 KB
05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).en.srt 17.6 KB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt 16.6 KB
04 Traditional A_B Testing/033 Z-Test Code (pt 1).en.srt 16.2 KB
02 The High-Level Picture/005 What is Bayesian Machine Learning_.en.srt 16.0 KB
05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.en.srt 15.6 KB
03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.en.srt 15.2 KB
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).en.srt 15.2 KB
05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.en.srt 15.2 KB
08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt 15.1 KB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/071 Proof that using Jupyter Notebook is the same as not using it.en.srt 14.7 KB
04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.en.srt 14.6 KB
03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.en.srt 14.4 KB
05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.en.srt 14.3 KB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).en.srt 13.8 KB
03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).en.srt 13.4 KB
04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.en.srt 13.3 KB
04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.en.srt 13.2 KB
04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.en.srt 13.1 KB
07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.en.srt 13.0 KB
03 Bayes Rule and Probability Review/016 Probability Review in Code.en.srt 12.8 KB
04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.en.srt 12.2 KB
03 Bayes Rule and Probability Review/015 CDFs and Percentiles.en.srt 11.8 KB
05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.en.srt 10.8 KB
03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).en.srt 10.7 KB
04 Traditional A_B Testing/031 Z-Test Theory (pt 1).en.srt 10.7 KB
03 Bayes Rule and Probability Review/010 The Monty Hall Problem.en.srt 10.6 KB
04 Traditional A_B Testing/032 Z-Test Theory (pt 2).en.srt 10.4 KB
06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.en.srt 10.3 KB
05 Bayesian A_B Testing/058 Nonstationary Bandits.en.srt 10.0 KB
02 The High-Level Picture/004 Real-World Examples of A_B Testing.en.srt 9.9 KB
04 Traditional A_B Testing/026 Hypothesis Testing - Examples.en.srt 9.8 KB
05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.en.srt 9.7 KB
03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.en.srt 9.6 KB
05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.en.srt 8.8 KB
01 Introduction and Outline/003 How to succeed in this course.en.srt 8.6 KB
05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.en.srt 8.6 KB
11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.en.srt 8.2 KB
07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.en.srt 8.1 KB
03 Bayes Rule and Probability Review/009 The Gambler.en.srt 8.0 KB
05 Bayesian A_B Testing/057 Why don't we just use a library_.en.srt 8.0 KB
06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.en.srt 7.9 KB
01 Introduction and Outline/002 Where to get the code for this course.en.srt 7.8 KB
04 Traditional A_B Testing/025 Confidence Intervals Code.en.srt 7.8 KB
03 Bayes Rule and Probability Review/017 Probability Review Section Summary.en.srt 7.6 KB
05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).en.srt 7.6 KB
05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.en.srt 7.5 KB
05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.en.srt 7.4 KB
04 Traditional A_B Testing/027 Statistical Significance.en.srt 7.2 KB
05 Bayesian A_B Testing/044 Comparing Different Epsilons.en.srt 7.1 KB
03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.en.srt 6.9 KB
04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.en.srt 6.8 KB
04 Traditional A_B Testing/034 Z-Test Code (pt 2).en.srt 6.7 KB
05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.en.srt 6.6 KB
04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.en.srt 6.5 KB
09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.en.srt 6.3 KB
01 Introduction and Outline/001 What's this course all about_.en.srt 6.2 KB
04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.en.srt 6.0 KB
05 Bayesian A_B Testing/054 Thompson Sampling Code.en.srt 5.8 KB
05 Bayesian A_B Testing/042 Designing Your Bandit Program.en.srt 5.7 KB
05 Bayesian A_B Testing/047 Optimistic Initial Values Code.en.srt 5.5 KB
04 Traditional A_B Testing/035 A_B Test Exercise.en.srt 5.3 KB
06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.en.srt 4.9 KB
03 Bayes Rule and Probability Review/019 Suggestion Box.en.srt 4.9 KB
11 Appendix _ FAQ Finale/077 What is the Appendix_.en.srt 3.9 KB
05 Bayesian A_B Testing/050 UCB1 Code.en.srt 3.8 KB
05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.en.srt 3.6 KB
07 Practice Makes Perfect/065 Exercise_ Die Roll.en.srt 3.3 KB
04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.en.srt 3.0 KB
05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.en.srt 3.0 KB
05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.en.srt 2.8 KB
03 Bayes Rule and Probability Review/012 Click-Through Rates (CTR).en.srt 2.8 KB
03 Bayes Rule and Probability Review/006 Review Section Introduction.en.srt 1.7 KB
0. Websites you may like/[CourseClub.Me].url 122 bytes
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03 Bayes Rule and Probability Review/[CourseClub.Me].url 122 bytes
07 Practice Makes Perfect/0. Websites you may like/[CourseClub.Me].url 122 bytes
07 Practice Makes Perfect/[CourseClub.Me].url 122 bytes
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[CourseClub.Me].url 122 bytes
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[CourseClub.Me].url 122 bytes
[CourseClub.Me].url 122 bytes
01 Introduction and Outline/external-assets-links.txt 80 bytes
0. Websites you may like/[GigaCourse.Com].url 49 bytes
03 Bayes Rule and Probability Review/0. Websites you may like/[GigaCourse.Com].url 49 bytes
03 Bayes Rule and Probability Review/[GigaCourse.Com].url 49 bytes
07 Practice Makes Perfect/0. Websites you may like/[GigaCourse.Com].url 49 bytes
07 Practice Makes Perfect/[GigaCourse.Com].url 49 bytes
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[GigaCourse.Com].url 49 bytes
10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[GigaCourse.Com].url 49 bytes
[GigaCourse.Com].url 49 bytes

[GigaCourse.Com] Udemy - Bayesian Machine Learning in Python A

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