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bandit algorithms website optimization v413hav

Type:: E-books
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Uploaded On:: Jan. 16, 2013, 5:41 a.m.
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Bandit Algorithms For Website Optimization V413HAV For More Quality Uploads : The Piratebay : https://thepiratebay.se/user/V413HAV/ Facebook Page Address And E-Mail ID In Read Me.txt Support The Developers. If You Like It, Buy It. || || ||||||| TM |||| || || || || || || || || || ||||||| |||||||||| || || || || || || || ||||||| Formats: EPUB, PDF Book Description 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, 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 algorithms - Develop a unit testing framework for debugging bandit algorithms - Get additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials Table of Contents Chapter 1. Two Characters: Exploration and Exploitation Chapter 2. Why Use Multiarmed Bandit Algorithms? Chapter 3. The epsilon-Greedy Algorithm Chapter 4. Debugging Bandit Algorithms Chapter 5. The Softmax Algorithm Chapter 6. UCB – The Upper Confidence Bound Algorithm Chapter 7. Bandits in the Real World: Complexity and Complications Chapter 8. Conclusion Book Details Paperback: 88 pages Publisher: O’Reilly Media (December 2012) Language: English ISBN-10: 1449341330 ISBN-13: 978-1449341336

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