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

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

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种子哈希：378fb16c283b9c8f9ec63c9bec57a4591f85c4ec
文件大小： 2.63G
已经下载：560次
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收录时间：2024-02-04
最近下载：2025-07-22

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文件列表

  • 08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.mp4 195.5 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 82.1 MB
  • 05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).mp4 78.5 MB
  • 04 Traditional A_B Testing/033 Z-Test Code (pt 1).mp4 71.2 MB
  • 05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).mp4 58.9 MB
  • 05 Bayesian A_B Testing/048 UCB1 Theory.mp4 58.5 MB
  • 02 The High-Level Picture/005 What is Bayesian Machine Learning_.mp4 57.3 MB
  • 03 Bayes Rule and Probability Review/016 Probability Review in Code.mp4 57.0 MB
  • 05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.mp4 54.8 MB
  • 05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.mp4 54.5 MB
  • 04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.mp4 50.5 MB
  • 07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.mp4 49.4 MB
  • 05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.mp4 49.3 MB
  • 05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.mp4 49.2 MB
  • 04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.mp4 48.5 MB
  • 05 Bayesian A_B Testing/044 Comparing Different Epsilons.mp4 46.1 MB
  • 08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
  • 01 Introduction and Outline/003 How to succeed in this course.mp4 45.9 MB
  • 03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.mp4 45.9 MB
  • 06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.mp4 45.9 MB
  • 05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.mp4 45.8 MB
  • 04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.mp4 44.7 MB
  • 05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.mp4 43.8 MB
  • 03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.mp4 43.8 MB
  • 03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).mp4 42.8 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 40.8 MB
  • 02 The High-Level Picture/004 Real-World Examples of A_B Testing.mp4 40.4 MB
  • 03 Bayes Rule and Probability Review/015 CDFs and Percentiles.mp4 40.2 MB
  • 11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.mp4 39.7 MB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 39.4 MB
  • 03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.mp4 38.8 MB
  • 04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.mp4 38.3 MB
  • 04 Traditional A_B Testing/031 Z-Test Theory (pt 1).mp4 38.1 MB
  • 04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.mp4 36.6 MB
  • 05 Bayesian A_B Testing/054 Thompson Sampling Code.mp4 34.8 MB
  • 04 Traditional A_B Testing/025 Confidence Intervals Code.mp4 34.8 MB
  • 05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.mp4 34.3 MB
  • 04 Traditional A_B Testing/026 Hypothesis Testing - Examples.mp4 34.2 MB
  • 03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).mp4 33.6 MB
  • 05 Bayesian A_B Testing/058 Nonstationary Bandits.mp4 32.8 MB
  • 04 Traditional A_B Testing/032 Z-Test Theory (pt 2).mp4 31.9 MB
  • 01 Introduction and Outline/002 Where to get the code for this course.mp4 31.9 MB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 30.7 MB
  • 01 Introduction and Outline/001 What's this course all about_.mp4 30.7 MB
  • 05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.mp4 30.4 MB
  • 04 Traditional A_B Testing/034 Z-Test Code (pt 2).mp4 30.3 MB
  • 05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.mp4 30.0 MB
  • 03 Bayes Rule and Probability Review/010 The Monty Hall Problem.mp4 29.4 MB
  • 05 Bayesian A_B Testing/057 Why don't we just use a library_.mp4 29.1 MB
  • 07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.mp4 28.9 MB
  • 03 Bayes Rule and Probability Review/009 The Gambler.mp4 28.7 MB
  • 04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.mp4 26.2 MB
  • 05 Bayesian A_B Testing/047 Optimistic Initial Values Code.mp4 26.1 MB
  • 03 Bayes Rule and Probability Review/017 Probability Review Section Summary.mp4 25.8 MB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).mp4 25.7 MB
  • 04 Traditional A_B Testing/027 Statistical Significance.mp4 25.4 MB
  • 05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.mp4 25.0 MB
  • 05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).mp4 24.5 MB
  • 05 Bayesian A_B Testing/042 Designing Your Bandit Program.mp4 24.4 MB
  • 04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.mp4 23.8 MB
  • 03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.mp4 22.9 MB
  • 05 Bayesian A_B Testing/050 UCB1 Code.mp4 21.9 MB
  • 04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.mp4 20.2 MB
  • 05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.mp4 19.0 MB
  • 03 Bayes Rule and Probability Review/019 Suggestion Box.mp4 16.9 MB
  • 04 Traditional A_B Testing/035 A_B Test Exercise.mp4 16.5 MB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).mp4 15.5 MB
  • 05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.mp4 14.8 MB
  • 04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.mp4 14.0 MB
  • 05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.mp4 13.6 MB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).mp4 13.2 MB
  • 06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.mp4 12.1 MB
  • 03 Bayes Rule and Probability Review/012 Click-Through Rates (CTR).mp4 9.9 MB
  • 06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.mp4 9.9 MB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.mp4 8.2 MB
  • 03 Bayes Rule and Probability Review/006 Review Section Introduction.mp4 6.7 MB
  • 11 Appendix _ FAQ Finale/077 What is the Appendix_.mp4 5.7 MB
  • 07 Practice Makes Perfect/065 Exercise_ Die Roll.mp4 4.2 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 33.8 kB
  • 05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).en.srt 25.3 kB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt 24.4 kB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).en.srt 24.2 kB
  • 08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.en.srt 21.4 kB
  • 05 Bayesian A_B Testing/048 UCB1 Theory.en.srt 21.2 kB
  • 05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).en.srt 18.0 kB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt 17.0 kB
  • 04 Traditional A_B Testing/033 Z-Test Code (pt 1).en.srt 16.6 kB
  • 02 The High-Level Picture/005 What is Bayesian Machine Learning_.en.srt 16.4 kB
  • 05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.en.srt 15.9 kB
  • 03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.en.srt 15.6 kB
  • 10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).en.srt 15.5 kB
  • 05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.en.srt 15.5 kB
  • 08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt 15.5 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 15.0 kB
  • 04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.en.srt 15.0 kB
  • 03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.en.srt 14.8 kB
  • 05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.en.srt 14.6 kB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).en.srt 14.1 kB
  • 03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).en.srt 13.7 kB
  • 04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.en.srt 13.6 kB
  • 04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.en.srt 13.5 kB
  • 04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.en.srt 13.4 kB
  • 07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.en.srt 13.4 kB
  • 03 Bayes Rule and Probability Review/016 Probability Review in Code.en.srt 13.1 kB
  • 04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.en.srt 12.5 kB
  • 03 Bayes Rule and Probability Review/015 CDFs and Percentiles.en.srt 12.1 kB
  • 05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.en.srt 11.0 kB
  • 03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).en.srt 11.0 kB
  • 04 Traditional A_B Testing/031 Z-Test Theory (pt 1).en.srt 11.0 kB
  • 03 Bayes Rule and Probability Review/010 The Monty Hall Problem.en.srt 10.8 kB
  • 04 Traditional A_B Testing/032 Z-Test Theory (pt 2).en.srt 10.6 kB
  • 06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.en.srt 10.5 kB
  • 05 Bayesian A_B Testing/058 Nonstationary Bandits.en.srt 10.2 kB
  • 02 The High-Level Picture/004 Real-World Examples of A_B Testing.en.srt 10.2 kB
  • 04 Traditional A_B Testing/026 Hypothesis Testing - Examples.en.srt 10.0 kB
  • 05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.en.srt 9.9 kB
  • 03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.en.srt 9.8 kB
  • 05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.en.srt 9.0 kB
  • 01 Introduction and Outline/003 How to succeed in this course.en.srt 8.8 kB
  • 05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.en.srt 8.8 kB
  • 11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.en.srt 8.4 kB
  • 07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.en.srt 8.3 kB
  • 03 Bayes Rule and Probability Review/009 The Gambler.en.srt 8.2 kB
  • 05 Bayesian A_B Testing/057 Why don't we just use a library_.en.srt 8.2 kB
  • 06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.en.srt 8.1 kB
  • 01 Introduction and Outline/002 Where to get the code for this course.en.srt 8.0 kB
  • 04 Traditional A_B Testing/025 Confidence Intervals Code.en.srt 8.0 kB
  • 03 Bayes Rule and Probability Review/017 Probability Review Section Summary.en.srt 7.8 kB
  • 05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).en.srt 7.8 kB
  • 05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.en.srt 7.7 kB
  • 05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.en.srt 7.6 kB
  • 04 Traditional A_B Testing/027 Statistical Significance.en.srt 7.3 kB
  • 05 Bayesian A_B Testing/044 Comparing Different Epsilons.en.srt 7.3 kB
  • 03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.en.srt 7.0 kB
  • 04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.en.srt 6.9 kB
  • 04 Traditional A_B Testing/034 Z-Test Code (pt 2).en.srt 6.9 kB
  • 05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.en.srt 6.7 kB
  • 04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.en.srt 6.7 kB
  • 09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.en.srt 6.5 kB
  • 01 Introduction and Outline/001 What's this course all about_.en.srt 6.4 kB
  • 04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.en.srt 6.1 kB
  • 05 Bayesian A_B Testing/054 Thompson Sampling Code.en.srt 5.9 kB
  • 05 Bayesian A_B Testing/042 Designing Your Bandit Program.en.srt 5.8 kB
  • 05 Bayesian A_B Testing/047 Optimistic Initial Values Code.en.srt 5.6 kB
  • 04 Traditional A_B Testing/035 A_B Test Exercise.en.srt 5.4 kB
  • 06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.en.srt 5.0 kB
  • 03 Bayes Rule and Probability Review/019 Suggestion Box.en.srt 5.0 kB
  • 11 Appendix _ FAQ Finale/077 What is the Appendix_.en.srt 4.0 kB
  • 05 Bayesian A_B Testing/050 UCB1 Code.en.srt 3.9 kB
  • 05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.en.srt 3.7 kB
  • 07 Practice Makes Perfect/065 Exercise_ Die Roll.en.srt 3.4 kB
  • 04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.en.srt 3.1 kB
  • 05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.en.srt 3.1 kB
  • 05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.en.srt 2.9 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 1.8 kB
  • 0. Websites you may like/[CourseClub.Me].url 122 Bytes
  • 03 Bayes Rule and Probability Review/0. Websites you may like/[CourseClub.Me].url 122 Bytes
  • 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
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  • 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
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