| 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 | ||
| 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 KB | ||
| 005 What is Bayesian Machine Learning_.mp4 | 54.7 MB | ||
| 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 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 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 MB | ||
| 019 Suggestion Box.en.srt | 4.9 KB | ||
| 019 Suggestion Box.mp4 | 16.1 MB | ||
| 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 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 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 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 | ||
| 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 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 KB | ||
| 046 Optimistic Initial Values Beginner's Exercise Prompt.mp4 | 14.1 MB | ||
| 047 Optimistic Initial Values Code.en.srt | 5.5 KB | ||
| 047 Optimistic Initial Values Code.mp4 | 24.9 MB | ||
| 048 UCB1 Theory.en.srt | 20.7 KB | ||
| 048 UCB1 Theory.mp4 | 55.8 MB | ||
| 049 UCB1 Beginner's Exercise Prompt.en.srt | 2.8 KB | ||
| 049 UCB1 Beginner's Exercise Prompt.mp4 | 13 MB | ||
| 050 UCB1 Code.en.srt | 3.8 KB | ||
| 050 UCB1 Code.mp4 | 20.9 MB | ||
| 051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).en.srt | 17.6 KB | ||
| 051 Bayesian Bandits _ Thompson Sampling Theory (pt 1).mp4 | 56.2 MB | ||
| 052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).en.srt | 24.8 KB | ||
| 052 Bayesian Bandits _ Thompson Sampling Theory (pt 2).mp4 | 74.8 MB | ||
| 053 Thompson Sampling Beginner's Exercise Prompt.en.srt | 3.6 KB | ||
| 053 Thompson Sampling Beginner's Exercise Prompt.mp4 | 18.2 MB | ||
| 054 Thompson Sampling Code.en.srt | 5.8 KB | ||
| 054 Thompson Sampling Code.mp4 | 33.2 MB | ||
| 055 Thompson Sampling With Gaussian Reward Theory.en.srt | 15.6 KB | ||
| 055 Thompson Sampling With Gaussian Reward Theory.mp4 | 46.9 MB | ||
| 056 Thompson Sampling With Gaussian Reward Code.en.srt | 7.5 KB | ||
| 056 Thompson Sampling With Gaussian Reward Code.mp4 | 43.7 MB | ||
| 057 Why don't we just use a library_.en.srt | 8 KB | ||
| 057 Why don't we just use a library_.mp4 | 27.7 MB | ||
| 058 Nonstationary Bandits.en.srt | 10 KB | ||
| 058 Nonstationary Bandits.mp4 | 31.3 MB | ||
| 059 Bandit Summary, Real Data, and Online Learning.en.srt | 8.6 KB | ||
| 059 Bandit Summary, Real Data, and Online Learning.mp4 | 32.7 MB | ||
| 060 (Optional) Alternative Bandit Designs.en.srt | 15.2 KB | ||
| 060 (Optional) Alternative Bandit Designs.mp4 | 52 MB | ||
| 061 More about the Explore-Exploit Dilemma.en.srt | 10.3 KB | ||
| 061 More about the Explore-Exploit Dilemma.mp4 | 43.7 MB | ||
| 062 Confidence Interval Approximation vs. Beta Posterior.en.srt | 4.9 KB | ||
| 062 Confidence Interval Approximation vs. Beta Posterior.mp4 | 11.6 MB | ||
| 063 Adaptive Ad Server Exercise.en.srt | 7.9 KB | ||
| 063 Adaptive Ad Server Exercise.mp4 | 9.5 MB | ||
| 064 Intro to Exercises on Conjugate Priors.en.srt | 8.1 KB | ||
| 064 Intro to Exercises on Conjugate Priors.mp4 | 27.6 MB | ||
| 065 Exercise_ Die Roll.en.srt | 3.3 KB | ||
| 065 Exercise_ Die Roll.mp4 | 4 MB | ||
| 066 The most important quiz of all - Obtaining an infinite amount of practice.en.srt | 13 KB | ||
| 066 The most important quiz of all - Obtaining an infinite amount of practice.mp4 | 47.1 MB | ||
| 067 Windows-Focused Environment Setup 2018.en.srt | 20.9 KB | ||
| 067 Windows-Focused Environment Setup 2018.mp4 | 186.4 MB | ||
| 068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt | 15.1 KB | ||
| 068 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB | ||
| 069 How to Code by Yourself (part 1).en.srt | 23.6 KB | ||
| 069 How to Code by Yourself (part 1).mp4 | 24.5 MB | ||
| 070 How to Code by Yourself (part 2).en.srt | 13.8 KB | ||
| 070 How to Code by Yourself (part 2).mp4 | 14.8 MB | ||
| 071 Proof that using Jupyter Notebook is the same as not using it.en.srt | 14.7 KB | ||
| 071 Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.3 MB | ||
| 072 Python 2 vs Python 3.en.srt | 6.3 KB | ||
| 072 Python 2 vs Python 3.mp4 | 7.8 MB | ||
| 073 How to Succeed in this Course (Long Version).en.srt | 15.2 KB | ||
| 073 How to Succeed in this Course (Long Version).mp4 | 12.6 MB | ||
| 074 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.en.srt | 33 KB | ||
| 074 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.mp4 | 39 MB | ||
| 075 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt | 16.6 KB | ||
| 075 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | 29.3 MB | ||
| 076 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt | 23.9 KB | ||
| 076 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | 37.6 MB | ||
| 077 What is the Appendix_.en.srt | 3.9 KB | ||
| 077 What is the Appendix_.mp4 | 5.5 MB | ||
| 078 BONUS_ Where to get Udemy coupons and FREE deep learning material.en.srt | 8.2 KB | ||
| 078 BONUS_ Where to get Udemy coupons and FREE deep learning material.mp4 | 37.8 MB | ||
| [CourseClub.Me].url | 102.4 B | ||
| [GigaCourse.Com].url | 0 B | ||
| external-assets-links.txt | 102.4 B | ||
| ▲ 173 total files | |||
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
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| torrent name | size | uploader | age | seed | leech |
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| 2.6 GB | freecoursewb | 3 weeks | 6 | 3 | |
| 665.4 MB | freecoursewb | 2 months | 10 | 5 | |
| 2.9 GB | freecoursewb | 2 years | 10 | 20 | |
| 2.6 GB | fcs0310 | 3 years | 0 | 0 | |
| 5.5 GB | tutplanet | 4 years | 0 | 0 |
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