Udemy - Bayesian Machine Learning in Python: A/B Testing [Giga Course]

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[GigaCourse.Com] Udemy - Bayesian Machine Learning in Python A 0. Websites you may like
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01 Introduction and Outline
  • 001 What's this course all about_.en.srt (6.2 KB)
  • 001 What's this course all about_.mp4 (29.3 MB)
  • 002 Where to get the code for this course.en.srt (7.8 KB)
  • 002 Where to get the code for this course.mp4 (30.4 MB)
  • 003 How to succeed in this course.en.srt (8.6 KB)
  • 003 How to succeed in this course.mp4 (43.8 MB)
  • external-assets-links.txt (0.1 KB)
02 The High-Level Picture
  • 004 Real-World Examples of A_B Testing.en.srt (9.9 KB)
  • 004 Real-World Examples of A_B Testing.mp4 (38.5 MB)
  • 005 What is Bayesian Machine Learning_.en.srt (16.0 KB)
  • 005 What is Bayesian Machine Learning_.mp4 (54.7 MB)
03 Bayes Rule and Probability Review 0. Websites you may like
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  • 006 Review Section Introduction.en.srt (1.7 KB)
  • 006 Review Section Introduction.mp4 (6.4 MB)
  • 007 Probability and Bayes' Rule Review.en.srt (6.9 KB)
  • 007 Probability and Bayes' Rule Review.mp4 (21.8 MB)
  • 008 Calculating Probabilities - Practice.en.srt (14.4 KB)
  • 008 Calculating Probabilities - Practice.mp4 (41.7 MB)
  • 009 The Gambler.en.srt (8.0 KB)
  • 009 The Gambler.mp4 (27.3 MB)
  • 010 The Monty Hall Problem.en.srt (10.6 KB)
  • 010 The Monty Hall Problem.mp4 (28.1 MB)
  • 011 Maximum Likelihood Estimation - Bernoulli.en.srt (15.2 KB)
  • 011 Maximum Likelihood Estimation - Bernoulli.mp4 (43.8 MB)
  • 012 Click-Through Rates (CTR).en.srt (2.8 KB)
  • 012 Click-Through Rates (CTR).mp4 (9.5 MB)
  • 013 Maximum Likelihood Estimation - Gaussian (pt 1).en.srt (13.4 KB)
  • 013 Maximum Likelihood Estimation - Gaussian (pt 1).mp4 (40.8 MB)
  • 014 Maximum Likelihood Estimation - Gaussian (pt 2).en.srt (10.7 KB)
  • 014 Maximum Likelihood Estimation - Gaussian (pt 2).mp4 (32.0 MB)
  • 015 CDFs and Percentiles.en.srt (11.8 KB)
  • 015 CDFs and Percentiles.mp4 (38.3 MB)
  • 016 Probability Review in Code.en.srt (12.8 KB)
  • 016 Probability Review in Code.mp4 (54.3 MB)
  • 017 Probability Review Section Summary.en.srt (7.6 KB)
  • 017 Probability Review Section Summary.mp4 (24.6 MB)
  • 018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.en.srt (9.6 KB)
  • 018 Beginners_ Fix Your Understanding of Statistics vs Machine Learning.mp4 (37.0 MB)
  • 019 Suggestion Box.en.srt (4.9 KB)
  • 019 Suggestion Box.mp4 (16.1 MB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
    • 04 Traditional A_B Testing
    • 020 Confidence Intervals (pt 1) - Intuition.en.srt (6.8 KB)
    • 020 Confidence Intervals (pt 1) - Intuition.mp4 (22.7 MB)
    • 021 Confidence Intervals (pt 2) - Beginner Level.en.srt (6.0 KB)
    • 021 Confidence Intervals (pt 2) - Beginner Level.mp4 (19.3 MB)
    • 022 Confidence Intervals (pt 3) - Intermediate Level.en.srt (13.1 KB)
    • 022 Confidence Intervals (pt 3) - Intermediate Level.mp4 (34.9 MB)
    • 023 Confidence Intervals (pt 4) - Intermediate Level.en.srt (14.6 KB)
    • 023 Confidence Intervals (pt 4) - Intermediate Level.mp4 (42.6 MB)
    • 024 Confidence Intervals (pt 5) - Intermediate Level.en.srt (13.3 KB)
    • 024 Confidence Intervals (pt 5) - Intermediate Level.mp4 (36.6 MB)
    • 025 Confidence Intervals Code.en.srt (7.8 KB)
    • 025 Confidence Intervals Code.mp4 (33.2 MB)
    • 026 Hypothesis Testing - Examples.en.srt (9.8 KB)
    • 026 Hypothesis Testing - Examples.mp4 (32.6 MB)
    • 027 Statistical Significance.en.srt (7.2 KB)
    • 027 Statistical Significance.mp4 (24.2 MB)
    • 028 Hypothesis Testing - The API Approach.en.srt (12.2 KB)
    • 028 Hypothesis Testing - The API Approach.mp4 (48.2 MB)
    • 029 Hypothesis Testing - Accept Or Reject_.en.srt (3.0 KB)
    • 029 Hypothesis Testing - Accept Or Reject_.mp4 (13.3 MB)
    • 030 Hypothesis Testing - Further Examples.en.srt (6.5 KB)
    • 030 Hypothesis Testing - Further Examples.mp4 (25.0 MB)
    • 031 Z-Test Theory (pt 1).en.srt (10.7 KB)
    • 031 Z-Test Theory (pt 1).mp4 (36.3 MB)
    • 032 Z-Test Theory (pt 2).en.srt (10.4 KB)
    • 032 Z-Test Theory (pt 2).mp4 (30.4 MB)
    • 033 Z-Test Code (pt 1).en.srt (16.2 KB)
    • 033 Z-Test Code (pt 1).mp4 (67.9 MB)
    • 034 Z-Test Code (pt 2).en.srt (6.7 KB)
    • 034 Z-Test Code (pt 2).mp4 (28.9 MB)
    • 035 A_B Test Exercise.en.srt (5.3 KB)
    • 035 A_B Test Exercise.mp4 (15.7 MB)
    • 036 Classical A_B Testing Section Summary.en.srt (13.2 KB)
    • 036 Classical A_B Testing Section Summary.mp4 (46.3 MB)
    05 Bayesian A_B Testing
    • 037 Section Introduction_ The Explore-Exploit Dilemma.en.srt (14.3 KB)
    • 037 Section Introduction_ The Explore-Exploit Dilemma.mp4 (52.2 MB)
    • 038 Applications of the Explore-Exploit Dilemma.en.srt (10.8 KB)
    • 038 Applications of the Explore-Exploit Dilemma.mp4 (47.1 MB)
    • 039 Epsilon-Greedy Theory.en.srt (9.7 KB)
    • 039 Epsilon-Greedy Theory.mp4 (28.6 MB)
    • 040 Calculating a Sample Mean (pt 1).en.srt (7.6 KB)
    • 040 Calculating a Sample Mean (pt 1).mp4 (23.4 MB)
    • 041 Epsilon-Greedy Beginner's Exercise Prompt.en.srt (6.6 KB)
    • 041 Epsilon-Greedy Beginner's Exercise Prompt.mp4 (29.0 MB)
    • 042 Designing Your Bandit Program.en.srt (5.7 KB)
    • 042 Designing Your Bandit Program.mp4 (23.3 MB)
    • 043 Epsilon-Greedy in Code.en.srt (8.8 KB)
    • 043 Epsilon-Greedy in Code.mp4 (41.7 MB)
    • 044 Comparing Different Epsilons.en.srt (7.1 KB)
    • 044 Comparing Different Epsilons.mp4 (43.9 MB)
    • 045 Optimistic Initial Values Theory.en.srt (7.4 KB)
    • 045 Optimistic Initial Values Theory.mp4 (23.9 MB)
    • 046 Optimistic Initial Values Beginner's Exercise Prompt.en.srt (3.0 KB)
    • 046 Optimistic Initial Values Beginner's Exercise Prompt.mp4 (14.1 MB)
    • 047 Optimistic Init

Description

Bayesian Machine Learning in Python: A/B Testing

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

Created by Lazy Programmer Inc.
Last updated 5/2022
English
English [Auto-generated]

For More Udemy Courses Visit: https://gigacourse.com
For More Courses Visit: https://Courseclub.me



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Udemy - Bayesian Machine Learning in Python: A/B Testing [Giga Course]

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2.6 GB
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Udemy - Bayesian Machine Learning in Python: A/B Testing [Giga Course]

Torrent hash: 378FB16C283B9C8F9EC63C9BEC57A4591F85C4EC