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Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging


Huge Savings Item! Save 18% on the Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging by Brand: O'Reilly Media at EMS Linux. MPN: illustrations. Hurry! Limited time offer. Offer valid only while supplies last. 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


Product 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

Additional Information

Manufacturer:O'Reilly Media
Brand:Brand: O'Reilly Media
Part Number:illustrations
Publisher:O'Reilly Media
Studio:O'Reilly Media
MPN:illustrations
EAN:9781449341336
Item Weight:0.35 pounds
Item Size:0.23 x 9.19 x 9.19 inches
Package Weight:0.45 pounds
Package Size:6.77 x 0.2 x 0.2 inches

Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging by Brand: O'Reilly Media

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Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging

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