8 - Setting Up Your Environment FAQ by Student Request/68 - Anaconda Environment Setup.mp4 308MB
8 - Setting Up Your Environment FAQ by Student Request/69 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 192MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/77 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 136MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/76 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 118MB
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 108MB
9 - Extra Help With Python Coding for Beginners FAQ by Student Request/70 - How to Code by Yourself part 1.mp4 93MB
4 - Traditional AB Testing/33 - ZTest Code pt 1.mp4 83MB
11 - Appendix FAQ Finale/79 - BONUS.mp4 61MB
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 60MB
5 - Bayesian AB Testing/55 - Thompson Sampling With Gaussian Reward Theory.mp4 54MB
7 - Practice Makes Perfect/67 - The most important quiz of all Obtaining an infinite amount of practice.mp4 52MB
5 - Bayesian AB Testing/38 - Applications of the ExploreExploit Dilemma.mp4 47MB
5 - Bayesian AB Testing/52 - Bayesian Bandits Thompson Sampling Theory pt 2.mp4 42MB
3 - Bayes Rule and Probability Review/19 - Suggestion Box.mp4 40MB
5 - Bayesian AB Testing/56 - Thompson Sampling With Gaussian Reward Code.mp4 35MB
1 - Introduction and Outline/2 - Where to get the code for this course.mp4 35MB
4 - Traditional AB Testing/34 - ZTest Code pt 2.mp4 34MB
5 - Bayesian AB Testing/61 - Optional Alternative Bandit Designs.mp4 34MB
3 - Bayes Rule and Probability Review/16 - Probability Review in Code.mp4 32MB
5 - Bayesian AB Testing/48 - UCB1 Theory.mp4 32MB
5 - Bayesian AB Testing/51 - Bayesian Bandits Thompson Sampling Theory pt 1.mp4 31MB
5 - Bayesian AB Testing/43 - EpsilonGreedy in Code.mp4 30MB
2 - The HighLevel Picture/5 - What is Bayesian Machine Learning.mp4 30MB
5 - Bayesian AB Testing/44 - Comparing Different Epsilons.mp4 30MB
1 - Introduction and Outline/1 - Whats this course all about.mp4 29MB
9 - Extra Help With Python Coding for Beginners FAQ by Student Request/71 - How to Code by Yourself part 2.mp4 29MB
4 - Traditional AB Testing/25 - Confidence Intervals Code.mp4 29MB
5 - Bayesian AB Testing/37 - Section Introduction The ExploreExploit Dilemma.mp4 28MB
3 - Bayes Rule and Probability Review/8 - Calculating Probabilities Practice.mp4 28MB
5 - Bayesian AB Testing/54 - Thompson Sampling Code.mp4 26MB
4 - Traditional AB Testing/28 - Hypothesis Testing The API Approach.mp4 26MB
4 - Traditional AB Testing/23 - Confidence Intervals pt 4 Intermediate Level.mp4 25MB
6 - Bayesian AB Testing Extension/62 - More about the ExploreExploit Dilemma.mp4 25MB
4 - Traditional AB Testing/36 - Classical AB Testing Section Summary.mp4 25MB
3 - Bayes Rule and Probability Review/11 - Maximum Likelihood Estimation Bernoulli.mp4 24MB
1 - Introduction and Outline/3 - How to succeed in this course.mp4 23MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/74 - How to Succeed in this Course Long Version.mp4 23MB
3 - Bayes Rule and Probability Review/13 - Maximum Likelihood Estimation Gaussian pt 1.mp4 22MB
4 - Traditional AB Testing/24 - Confidence Intervals pt 5 Intermediate Level.mp4 22MB
3 - Bayes Rule and Probability Review/15 - CDFs and Percentiles.mp4 21MB
4 - Traditional AB Testing/22 - Confidence Intervals pt 3 Intermediate Level.mp4 21MB
4 - Traditional AB Testing/31 - ZTest Theory pt 1.mp4 20MB
4 - Traditional AB Testing/29 - Hypothesis Testing Accept Or Reject.mp4 7MB
7 - Practice Makes Perfect/66 - Exercise Die Roll.mp4 6MB
3 - Bayes Rule and Probability Review/12 - ClickThrough Rates CTR.mp4 5MB
5 - Bayesian AB Testing/57 - Exercise on Gaussian Rewards.mp4 4MB
3 - Bayes Rule and Probability Review/6 - Review Section Introduction.mp4 3MB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/75 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced French.srt 37KB
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10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/75 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced Spanish.srt 35KB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/75 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced English.srt 33KB
5 - Bayesian AB Testing/52 - Bayesian Bandits Thompson Sampling Theory pt 2 French.srt 28KB
10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/77 - Machine Learning and AI Prerequisite Roadmap pt 2 French.srt 27KB
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5 - Bayesian AB Testing/52 - Bayesian Bandits Thompson Sampling Theory pt 2 English.srt 25KB
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8 - Setting Up Your Environment FAQ by Student Request/69 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow French.srt 17KB
5 - Bayesian AB Testing/61 - Optional Alternative Bandit Designs French.srt 17KB
3 - Bayes Rule and Probability Review/11 - Maximum Likelihood Estimation Bernoulli French.srt 17KB
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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 Spanish.srt 16KB
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3 - Bayes Rule and Probability Review/8 - Calculating Probabilities Practice Spanish.srt 15KB
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10 - Effective Learning Strategies for Machine Learning FAQ by Student Request/74 - How to Succeed in this Course Long Version English.srt 15KB
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4 - Traditional AB Testing/24 - Confidence Intervals pt 5 Intermediate Level French.srt 14KB
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3 - Bayes Rule and Probability Review/15 - CDFs and Percentiles French.srt 13KB
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