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

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173

Content Size:

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2022-08-10

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GigaCourse Com Udemy Bayesian Machine Learning in Python

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File Name

Size

0. Websites you may like/[CourseClub.Me].url

122B

0. Websites you may like/[GigaCourse.Com].url

49B

01 Introduction and Outline/001 What's this course all about_.en.srt

6.23KB

01 Introduction and Outline/001 What's this course all about_.mp4

29.29MB

01 Introduction and Outline/002 Where to get the code for this course.en.srt

7.82KB

01 Introduction and Outline/002 Where to get the code for this course.mp4

30.4MB

01 Introduction and Outline/003 How to succeed in this course.en.srt

8.6KB

01 Introduction and Outline/003 How to succeed in this course.mp4

43.81MB

01 Introduction and Outline/external-assets-links.txt

80B

02 The High-Level Picture/004 Real-World Examples of A_B Testing.en.srt

9.94KB

02 The High-Level Picture/004 Real-World Examples of A_B Testing.mp4

38.53MB

02 The High-Level Picture/005 What is Bayesian Machine Learning_.en.srt

16KB

02 The High-Level Picture/005 What is Bayesian Machine Learning_.mp4

54.65MB

03 Bayes Rule and Probability Review/0. Websites you may like/[CourseClub.Me].url

122B

03 Bayes Rule and Probability Review/0. Websites you may like/[GigaCourse.Com].url

49B

03 Bayes Rule and Probability Review/006 Review Section Introduction.en.srt

1.75KB

03 Bayes Rule and Probability Review/006 Review Section Introduction.mp4

6.38MB

03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.en.srt

6.85KB

03 Bayes Rule and Probability Review/007 Probability and Bayes' Rule Review.mp4

21.84MB

03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.en.srt

14.43KB

03 Bayes Rule and Probability Review/008 Calculating Probabilities - Practice.mp4

41.73MB

03 Bayes Rule and Probability Review/009 The Gambler.en.srt

8.02KB

03 Bayes Rule and Probability Review/009 The Gambler.mp4

27.32MB

03 Bayes Rule and Probability Review/010 The Monty Hall Problem.en.srt

10.56KB

03 Bayes Rule and Probability Review/010 The Monty Hall Problem.mp4

28.07MB

03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.en.srt

15.21KB

03 Bayes Rule and Probability Review/011 Maximum Likelihood Estimation - Bernoulli.mp4

43.8MB

03 Bayes Rule and Probability Review/012 Click-Through Rates (CTR).en.srt

2.75KB

03 Bayes Rule and Probability Review/012 Click-Through Rates (CTR).mp4

9.49MB

03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).en.srt

13.36KB

03 Bayes Rule and Probability Review/013 Maximum Likelihood Estimation - Gaussian (pt 1).mp4

40.83MB

03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).en.srt

10.72KB

03 Bayes Rule and Probability Review/014 Maximum Likelihood Estimation - Gaussian (pt 2).mp4

32.01MB

03 Bayes Rule and Probability Review/015 CDFs and Percentiles.en.srt

11.83KB

03 Bayes Rule and Probability Review/015 CDFs and Percentiles.mp4

38.34MB

03 Bayes Rule and Probability Review/016 Probability Review in Code.en.srt

12.8KB

03 Bayes Rule and Probability Review/016 Probability Review in Code.mp4

54.32MB

03 Bayes Rule and Probability Review/017 Probability Review Section Summary.en.srt

7.61KB

03 Bayes Rule and Probability Review/017 Probability Review Section Summary.mp4

24.64MB

03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.en.srt

9.57KB

03 Bayes Rule and Probability Review/018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.mp4

37.05MB

03 Bayes Rule and Probability Review/019 Suggestion Box.en.srt

4.9KB

03 Bayes Rule and Probability Review/019 Suggestion Box.mp4

16.14MB

03 Bayes Rule and Probability Review/[CourseClub.Me].url

122B

03 Bayes Rule and Probability Review/[GigaCourse.Com].url

49B

04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.en.srt

6.76KB

04 Traditional A_B Testing/020 Confidence Intervals (pt 1) - Intuition.mp4

22.67MB

04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.en.srt

5.96KB

04 Traditional A_B Testing/021 Confidence Intervals (pt 2) - Beginner Level.mp4

19.31MB

04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.en.srt

13.13KB

04 Traditional A_B Testing/022 Confidence Intervals (pt 3) - Intermediate Level.mp4

34.88MB

04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.en.srt

14.6KB

04 Traditional A_B Testing/023 Confidence Intervals (pt 4) - Intermediate Level.mp4

42.64MB

04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.en.srt

13.31KB

04 Traditional A_B Testing/024 Confidence Intervals (pt 5) - Intermediate Level.mp4

36.56MB

04 Traditional A_B Testing/025 Confidence Intervals Code.en.srt

7.81KB

04 Traditional A_B Testing/025 Confidence Intervals Code.mp4

33.17MB

04 Traditional A_B Testing/026 Hypothesis Testing - Examples.en.srt

9.79KB

04 Traditional A_B Testing/026 Hypothesis Testing - Examples.mp4

32.59MB

04 Traditional A_B Testing/027 Statistical Significance.en.srt

7.16KB

04 Traditional A_B Testing/027 Statistical Significance.mp4

24.24MB

04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.en.srt

12.21KB

04 Traditional A_B Testing/028 Hypothesis Testing - The API Approach.mp4

48.17MB

04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.en.srt

3.03KB

04 Traditional A_B Testing/029 Hypothesis Testing - Accept Or Reject_.mp4

13.32MB

04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.en.srt

6.53KB

04 Traditional A_B Testing/030 Hypothesis Testing - Further Examples.mp4

25MB

04 Traditional A_B Testing/031 Z-Test Theory (pt 1).en.srt

10.72KB

04 Traditional A_B Testing/031 Z-Test Theory (pt 1).mp4

36.32MB

04 Traditional A_B Testing/032 Z-Test Theory (pt 2).en.srt

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04 Traditional A_B Testing/032 Z-Test Theory (pt 2).mp4

30.42MB

04 Traditional A_B Testing/033 Z-Test Code (pt 1).en.srt

16.18KB

04 Traditional A_B Testing/033 Z-Test Code (pt 1).mp4

67.91MB

04 Traditional A_B Testing/034 Z-Test Code (pt 2).en.srt

6.74KB

04 Traditional A_B Testing/034 Z-Test Code (pt 2).mp4

28.94MB

04 Traditional A_B Testing/035 A_B Test Exercise.en.srt

5.28KB

04 Traditional A_B Testing/035 A_B Test Exercise.mp4

15.75MB

04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.en.srt

13.23KB

04 Traditional A_B Testing/036 Classical A_B Testing Section Summary.mp4

46.29MB

05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.en.srt

14.25KB

05 Bayesian A_B Testing/037 Section Introduction_ The Explore-Exploit Dilemma.mp4

52.25MB

05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.en.srt

10.77KB

05 Bayesian A_B Testing/038 Applications of the Explore-Exploit Dilemma.mp4

47.05MB

05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.en.srt

9.7KB

05 Bayesian A_B Testing/039 Epsilon-Greedy Theory.mp4

28.62MB

05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).en.srt

7.6KB

05 Bayesian A_B Testing/040 Calculating a Sample Mean (pt 1).mp4

23.41MB

05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.en.srt

6.56KB

05 Bayesian A_B Testing/041 Epsilon-Greedy Beginner's Exercise Prompt.mp4

29MB

05 Bayesian A_B Testing/042 Designing Your Bandit Program.en.srt

5.65KB

05 Bayesian A_B Testing/042 Designing Your Bandit Program.mp4

23.27MB

05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.en.srt

8.79KB

05 Bayesian A_B Testing/043 Epsilon-Greedy in Code.mp4

41.74MB

05 Bayesian A_B Testing/044 Comparing Different Epsilons.en.srt

7.09KB

05 Bayesian A_B Testing/044 Comparing Different Epsilons.mp4

43.92MB

05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.en.srt

7.4KB

05 Bayesian A_B Testing/045 Optimistic Initial Values Theory.mp4

23.86MB

05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.en.srt

2.99KB

05 Bayesian A_B Testing/046 Optimistic Initial Values Beginner's Exercise Prompt.mp4

14.1MB

05 Bayesian A_B Testing/047 Optimistic Initial Values Code.en.srt

5.47KB

05 Bayesian A_B Testing/047 Optimistic Initial Values Code.mp4

24.89MB

05 Bayesian A_B Testing/048 UCB1 Theory.en.srt

20.66KB

05 Bayesian A_B Testing/048 UCB1 Theory.mp4

55.78MB

05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.en.srt

2.79KB

05 Bayesian A_B Testing/049 UCB1 Beginner's Exercise Prompt.mp4

13.01MB

05 Bayesian A_B Testing/050 UCB1 Code.en.srt

3.8KB

05 Bayesian A_B Testing/050 UCB1 Code.mp4

20.92MB

05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).en.srt

17.62KB

05 Bayesian A_B Testing/051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).mp4

56.19MB

05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).en.srt

24.75KB

05 Bayesian A_B Testing/052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).mp4

74.83MB

05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.en.srt

3.57KB

05 Bayesian A_B Testing/053 Thompson Sampling Beginner's Exercise Prompt.mp4

18.16MB

05 Bayesian A_B Testing/054 Thompson Sampling Code.en.srt

5.81KB

05 Bayesian A_B Testing/054 Thompson Sampling Code.mp4

33.19MB

05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.en.srt

15.57KB

05 Bayesian A_B Testing/055 Thompson Sampling With Gaussian Reward Theory.mp4

46.9MB

05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.en.srt

7.49KB

05 Bayesian A_B Testing/056 Thompson Sampling With Gaussian Reward Code.mp4

43.71MB

05 Bayesian A_B Testing/057 Why don't we just use a library_.en.srt

8KB

05 Bayesian A_B Testing/057 Why don't we just use a library_.mp4

27.74MB

05 Bayesian A_B Testing/058 Nonstationary Bandits.en.srt

9.95KB

05 Bayesian A_B Testing/058 Nonstationary Bandits.mp4

31.3MB

05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.en.srt

8.59KB

05 Bayesian A_B Testing/059 Bandit Summary, Real Data, and Online Learning.mp4

32.74MB

05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.en.srt

15.16KB

05 Bayesian A_B Testing/060 (Optional) Alternative Bandit Designs.mp4

52.01MB

06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.en.srt

10.3KB

06 Bayesian A_B Testing Extension/061 More about the Explore-Exploit Dilemma.mp4

43.75MB

06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.en.srt

4.93KB

06 Bayesian A_B Testing Extension/062 Confidence Interval Approximation vs. Beta Posterior.mp4

11.59MB

06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.en.srt

7.88KB

06 Bayesian A_B Testing Extension/063 Adaptive Ad Server Exercise.mp4

9.46MB

07 Practice Makes Perfect/0. Websites you may like/[CourseClub.Me].url

122B

07 Practice Makes Perfect/0. Websites you may like/[GigaCourse.Com].url

49B

07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.en.srt

8.07KB

07 Practice Makes Perfect/064 Intro to Exercises on Conjugate Priors.mp4

27.6MB

07 Practice Makes Perfect/065 Exercise_ Die Roll.en.srt

3.29KB

07 Practice Makes Perfect/065 Exercise_ Die Roll.mp4

3.97MB

07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.en.srt

13.04KB

07 Practice Makes Perfect/066 The most important quiz of all - Obtaining an infinite amount of practice.mp4

47.12MB

07 Practice Makes Perfect/[CourseClub.Me].url

122B

07 Practice Makes Perfect/[GigaCourse.Com].url

49B

08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.en.srt

20.9KB

08 Setting Up Your Environment (FAQ by Student Request)/067 Windows-Focused Environment Setup 2018.mp4

186.43MB

08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt

15.1KB

08 Setting Up Your Environment (FAQ by Student Request)/068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

43.92MB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).en.srt

23.64KB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/069 How to Code by Yourself (part 1).mp4

24.53MB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).en.srt

13.76KB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/070 How to Code by Yourself (part 2).mp4

14.8MB

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

14.69KB

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

78.28MB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.en.srt

6.33KB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)/072 Python 2 vs Python 3.mp4

7.83MB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[CourseClub.Me].url

122B

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/0. Websites you may like/[GigaCourse.Com].url

49B

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).en.srt

15.17KB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/073 How to Succeed in this Course (Long Version).mp4

12.6MB

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

32.96KB

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

38.95MB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt

16.62KB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/075 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4

29.32MB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt

23.87KB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/076 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4

37.62MB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[CourseClub.Me].url

122B

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)/[GigaCourse.Com].url

49B

11 Appendix _ FAQ Finale/077 What is the Appendix_.en.srt

3.86KB

11 Appendix _ FAQ Finale/077 What is the Appendix_.mp4

5.45MB

11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.en.srt

8.17KB

11 Appendix _ FAQ Finale/078 BONUS_ Where to get Udemy coupons and FREE deep learning material.mp4

37.83MB

[CourseClub.Me].url

122B

[GigaCourse.Com].url

49B

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