PDF Download Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging
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Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging
PDF Download Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging
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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 algorithmsDevelop a unit testing framework for debugging bandit algorithmsGet additional code examples written in Julia, Ruby, and JavaScript with supplemental online materialsFile Size=2456 KB. Print Length=90 pages. Simultaneous Device Usage=Unlimited. Publisher=O'Reilly Media; 1 edition (December 10, 2012). Publication Date=December 10, 2012. Sold by=Amazon Digital Services LLC. Language=English. ASIN=B00AM86Y0K. Text-to-Speech=Enabled. X-Ray=Not Enabled. Word Wise=Not Enabled. Lending=Not Enabled. Enhanced Typesetting=Enabled. Amazon Best Sellers RankDebuggingPerformance OptimizationAlgorithms=#946,339 Paid in Kindle Store (See Top 100 Paid in Kindle Store) .zg_hrsr { margin: 0; padding: 0; list-style-type: none; } .zg_hrsr_item { margin: 0 0 0 10px; } .zg_hrsr_rank { display: inline-block; width: 80px; text-align: right; } #74 in Books > Computers & Technology > Programming > Languages & Tools > #76 in Books > Computers & Technology > Programming > Software Design, Testing & Engineering > #215 in Kindle Store > Kindle eBooks > Computers & Technology > Programming >.
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