By John Myles White
ISBN-10: 1449341330
ISBN-13: 9781449341336
When trying to find how one can enhance your web site, how do you opt which alterations to make? And which alterations to maintain? This concise e-book indicates you ways to take advantage of Multiarmed Bandit algorithms to degree the real-world price of any ameliorations you're making in your web site. writer John Myles White indicates you the way this strong category of algorithms may help develop web site site visitors, convert viewers to consumers, and raise many different measures of success.
This is the 1st developer-focused booklet on bandit algorithms, which have been formerly defined basically in examine papers. You’ll fast examine the advantages of numerous basic algorithms—including the epsilon-Greedy, Softmax, and top self belief certain (UCB) algorithms—by operating via code examples written in Python, that you may simply adapt for deployment by yourself website.
- Learn the fundamentals of A/B testing—and realize whilst it’s larger to take advantage of bandit algorithms
- Develop a unit checking out framework for debugging bandit algorithms
- Get extra code examples written in Julia, Ruby, and JavaScript with supplemental on-line materials
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Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging by John Myles White
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