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

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文件数目：406个文件
文件大小：2.59 GB
收录时间：2023-01-29
访问次数：3
相关内容：GigaCourse Udemy Bayesian Machine Learning Python Testing

文件meta

8 - Setting Up Your Environment FAQ by Student Request/68 - Anaconda Environment Setup.mp4
308.19 MB
8 - Setting Up Your Environment FAQ by Student Request/69 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
191.52 MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/77 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4
135.83 MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/76 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4
118.32 MB
9 - Extra Help With Python Coding for Beginners FAQ by Student Request/72 - Proof that using Jupyter Notebook is the same as not using it.mp4
108.1 MB
9 - Extra Help With Python Coding for Beginners FAQ by Student Request/70 - How to Code by Yourself part 1.mp4
93.02 MB
4 - Traditional AB Testing/33 - ZTest Code pt 1.mp4
83.37 MB
11 - Appendix FAQ Finale/79 - BONUS.mp4
60.88 MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/75 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4
59.52 MB
5 - Bayesian AB Testing/55 - Thompson Sampling With Gaussian Reward Theory.mp4
53.54 MB
7 - Practice Makes Perfect/67 - The most important quiz of all Obtaining an infinite amount of practice.mp4
52.07 MB
5 - Bayesian AB Testing/38 - Applications of the ExploreExploit Dilemma.mp4
47.05 MB
5 - Bayesian AB Testing/52 - Bayesian Bandits Thompson Sampling Theory pt 2.mp4
41.94 MB
3 - Bayes Rule and Probability Review/19 - Suggestion Box.mp4
39.75 MB
5 - Bayesian AB Testing/56 - Thompson Sampling With Gaussian Reward Code.mp4
34.93 MB
1 - Introduction and Outline/2 - Where to get the code for this course.mp4
34.7 MB
4 - Traditional AB Testing/34 - ZTest Code pt 2.mp4
33.89 MB
5 - Bayesian AB Testing/61 - Optional Alternative Bandit Designs.mp4
33.64 MB
3 - Bayes Rule and Probability Review/16 - Probability Review in Code.mp4
32.49 MB
5 - Bayesian AB Testing/48 - UCB1 Theory.mp4
32.02 MB
5 - Bayesian AB Testing/51 - Bayesian Bandits Thompson Sampling Theory pt 1.mp4
31.36 MB
5 - Bayesian AB Testing/43 - EpsilonGreedy in Code.mp4
30.37 MB
2 - The HighLevel Picture/5 - What is Bayesian Machine Learning.mp4
30.18 MB
5 - Bayesian AB Testing/44 - Comparing Different Epsilons.mp4
29.58 MB
1 - Introduction and Outline/1 - Whats this course all about.mp4
29.29 MB
9 - Extra Help With Python Coding for Beginners FAQ by Student Request/71 - How to Code by Yourself part 2.mp4
28.98 MB
4 - Traditional AB Testing/25 - Confidence Intervals Code.mp4
28.55 MB
5 - Bayesian AB Testing/37 - Section Introduction The ExploreExploit Dilemma.mp4
27.61 MB
3 - Bayes Rule and Probability Review/8 - Calculating Probabilities Practice.mp4
27.61 MB
5 - Bayesian AB Testing/54 - Thompson Sampling Code.mp4
25.57 MB
4 - Traditional AB Testing/28 - Hypothesis Testing The API Approach.mp4
25.54 MB
4 - Traditional AB Testing/23 - Confidence Intervals pt 4 Intermediate Level.mp4
25.3 MB
6 - Bayesian AB Testing Extension/62 - More about the ExploreExploit Dilemma.mp4
24.98 MB
4 - Traditional AB Testing/36 - Classical AB Testing Section Summary.mp4
24.95 MB
3 - Bayes Rule and Probability Review/11 - Maximum Likelihood Estimation Bernoulli.mp4
23.85 MB
1 - Introduction and Outline/3 - How to succeed in this course.mp4
23.32 MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/74 - How to Succeed in this Course Long Version.mp4
23.31 MB
3 - Bayes Rule and Probability Review/13 - Maximum Likelihood Estimation Gaussian pt 1.mp4
22.43 MB
4 - Traditional AB Testing/24 - Confidence Intervals pt 5 Intermediate Level.mp4
22.34 MB
3 - Bayes Rule and Probability Review/15 - CDFs and Percentiles.mp4
21.42 MB
4 - Traditional AB Testing/22 - Confidence Intervals pt 3 Intermediate Level.mp4
21.03 MB
4 - Traditional AB Testing/31 - ZTest Theory pt 1.mp4
20.38 MB
5 - Bayesian AB Testing/41 - EpsilonGreedy Beginners Exercise Prompt.mp4
20.2 MB
2 - The HighLevel Picture/4 - RealWorld Examples of AB Testing.mp4
19.71 MB
3 - Bayes Rule and Probability Review/18 - Beginners Fix Your Understanding of Statistics vs Machine Learning.mp4
19.49 MB
4 - Traditional AB Testing/26 - Hypothesis Testing Examples.mp4
18.11 MB
3 - Bayes Rule and Probability Review/14 - Maximum Likelihood Estimation Gaussian pt 2.mp4
17.65 MB
5 - Bayesian AB Testing/59 - Nonstationary Bandits.mp4
17.52 MB
6 - Bayesian AB Testing Extension/63 - Confidence Interval Approximation vs Beta Posterior.mp4
17.22 MB
5 - Bayesian AB Testing/60 - Bandit Summary Real Data and Online Learning.mp4
16.78 MB