Bandit Algorithms for Website Optimization

Bandit Algorithms for Website Optimization When looking for ways to improve your website how do you decide which changes to make And which changes to keep This concise book shows you how to use Multiarmed Bandit algorithms to measure the real

  • Title: Bandit Algorithms for Website Optimization
  • Author: John Myles White
  • ISBN: 9781449341336
  • Page: 165
  • Format: Paperback
  • When looking for ways to improve your website, how do you decide which changes to make And which changes to keep This concise book shows you how to use Multiarmed Bandit algorithms to measure the real world value of any modifications you make to your site Author John Myles White shows you how this powerful class of algorithms can help you boost website traffic, convertWhen looking for ways to improve your website, how do you decide which changes to make And which changes to keep This concise book shows you how to use Multiarmed Bandit algorithms to measure the real world value of any modifications you make to your site Author John Myles White shows you how this powerful class of algorithms can help you boost website traffic, convert visitors to customers, and increase many other measures of success.This is the first developer focused book on bandit algorithms, which were previously described only in research papers You ll quickly learn the benefits of several simple algorithms including the epsilon Greedy, Softmax, and Upper Confidence Bound UCB algorithms by working through code examples written in Python, which you can easily adapt for deployment on your own website.Learn the basics of A B testing and recognize when it s better to use bandit algorithmsDevelop a unit testing framework for debugging bandit algorithmsGet additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials

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      John Myles White

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    1. John Myles White Is a well-known author, some of his books are a fascination for readers like in the Bandit Algorithms for Website Optimization book, this is one of the most wanted John Myles White author readers around the world.

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    Bandit Algorithms for Website Optimization Comment

    1. Concise, accessible and practical.A few words on the accessibility Clearly defines critical jargons related to the Multi armed bandit problem Starts from simple algorithm and gradually develops to sophisticated one Everything is explained two or three times in plain English, simple arithmatics, and finally, in Python code.


    2. I thought the definition of AI in 2000 has been replaced and disappeared in the deep learning era, but the A algorithm, the annealing algorithm were still there They was just jumping to another fields and solving another problems.And I thought there is no alternative for A B testing until I read this book.


    3. If you think that A B testing is the only way to do controlled experiments This books gives a good primer to a better alternative multi armed bandits.




    4. Very readable approach to the subject Personally though I would have liked a somewhat mathematical treatment But it sets up the stage nicely to go for advanced papers on the subject.




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