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[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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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
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03 Bayes Rule and Probability Review/0. Websites you may like/[CourseClub.Me].url
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03 Bayes Rule and Probability Review/[CourseClub.Me].url
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07 Practice Makes Perfect/0. Websites you may like/[CourseClub.Me].url
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07 Practice Makes Perfect/[CourseClub.Me].url
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10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[CourseClub.Me].url
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10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[CourseClub.Me].url
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01 Introduction and Outline/external-assets-links.txt
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03 Bayes Rule and Probability Review/0. Websites you may like/[GigaCourse.Com].url
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03 Bayes Rule and Probability Review/[GigaCourse.Com].url
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07 Practice Makes Perfect/0. Websites you may like/[GigaCourse.Com].url
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07 Practice Makes Perfect/[GigaCourse.Com].url
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10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[GigaCourse.Com].url
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10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[GigaCourse.Com].url
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